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dugja.",{"slug":86,"published":87,"minutes":88,"category":8,"tags":89,"tagPages":94,"keywords":95,"about":106,"sources":111,"cover":130,"og":131,"expertise":77,"locales":132,"lang":81,"title":133,"description":134,"coverAlt":135},"claude-code-review","2026-10-21",11,[11,90,91,92,93],"Code review","GitHub","Pull requests","Review costs",[16],[96,97,98,99,100,101,102,103,104,105],"claude code review","claude code review github","claude code review árak","kódreview általánosan elérhető","ai pull request kódreview","claude code review mibe kerül","review szintek quick standard deep","claude code review beállítás","review költségkorlát","automatizált kódreview ügynökök",[107,109],{"name":108,"url":32},"Claude",{"name":90,"url":110},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FCode_review",[112,115,118,121,124,127],{"title":113,"url":114},"Claude: Code Review is now generally available (Oct 15, 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működik és mibe kerül","A Claude Code Review általánosan elérhető Team és Enterprise csomagban. Működés, review-szintek, költségkorlát és a GitHub Action szerepe.","Claude Code Review: három nagyító vizsgál egy sorokkal teli lapot, egy sort bekarikázva és kipipálva.",{"slug":137,"published":138,"minutes":7,"category":8,"tags":139,"tagPages":144,"keywords":145,"about":157,"sources":160,"cover":182,"og":183,"expertise":77,"locales":184,"lang":81,"title":185,"description":186,"coverAlt":187},"claude-skills-guide","2026-10-20",[140,141,11,142,143],"Claude skills","SKILL.md","Agent Skills","Progressive disclosure",[16],[146,147,148,149,150,151,152,153,154,155,156],"claude skillek","claude code skillek","hogyan készítsünk claude skillt","skill.md formátum","agent skills specifikáció","claude skill frontmatter mezők","skill leírás aktiválás","fokozatos betöltés skillek","claude skillek vagy mcp","skills api használat","egyedi slash parancsok skillek",[158,159],{"name":31,"url":32},{"name":34,"url":35},[161,164,167,170,173,176,179],{"title":162,"url":163},"Claude Code documentation: 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2024)","https:\u002F\u002Fwww.anthropic.com\u002Fengineering\u002Fbuilding-effective-agents",{"title":229,"url":230},"Claude Platform Docs: Define tools","https:\u002F\u002Fplatform.claude.com\u002Fdocs\u002Fen\u002Fagents-and-tools\u002Ftool-use\u002Fdefine-tools",{"title":232,"url":233},"Claude Platform Docs: Handle tool calls","https:\u002F\u002Fplatform.claude.com\u002Fdocs\u002Fen\u002Fagents-and-tools\u002Ftool-use\u002Fhandle-tool-calls",{"title":235,"url":236},"Claude Platform Docs: Tool search tool","https:\u002F\u002Fplatform.claude.com\u002Fdocs\u002Fen\u002Fagents-and-tools\u002Ftool-use\u002Ftool-search-tool",{"title":238,"url":239},"Model Context Protocol specification 2025-11-25: Tools","https:\u002F\u002Fmodelcontextprotocol.io\u002Fspecification\u002F2025-11-25\u002Fserver\u002Ftools",{"title":241,"url":242},"OpenAI API Docs: Function 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Limitek, költségek, review és hibamódok.","Háttérben futó kódoló ügynökök: egy ember a fotelben szundít, miközben egy robot levelet dob be.",{"slug":391,"published":392,"minutes":393,"category":8,"tags":394,"tagPages":400,"keywords":402,"about":414,"sources":422,"cover":455,"og":456,"expertise":77,"locales":457,"lang":81,"title":458,"description":459,"coverAlt":460},"context-rot-compaction-long-running-agents","2026-10-16",10,[395,396,397,398,399],"Context rot","Compaction","Context engineering","Long-running agents","Agent memory",[401],"context-engineering",[403,404,405,406,407,408,409,410,411,412,413],"kontextusromlás","llm kontextusromlás","tömörítés ai ügynökök","kontexttervezés","hosszan futó ügynökök kontextablak","claude compaction api","kontextus szerkesztés eszközeredmények törlése","openai responses compaction","lost in the middle llm","ügynök kontextuskezelés","alügynökök kontextus izolálása",[415,418,421],{"name":416,"url":417},"Context window","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FLarge_language_model#Context_window",{"name":419,"url":420},"Attention (machine learning)","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FAttention_(machine_learning)",{"name":213,"url":214},[423,426,429,432,435,437,440,443,446,449,452],{"title":424,"url":425},"Chroma: Context Rot: How Increasing Input Tokens Impacts LLM Performance (Jul 2025)","https:\u002F\u002Fresearch.trychroma.com\u002Fcontext-rot",{"title":427,"url":428},"Liu et al.: Lost in the Middle: How Language Models Use Long Contexts (2023)","https:\u002F\u002Farxiv.org\u002Fabs\u002F2307.03172",{"title":430,"url":431},"Modarressi et al.: NoLiMa: Long-Context Evaluation Beyond Literal Matching (2025)","https:\u002F\u002Farxiv.org\u002Fabs\u002F2502.05167",{"title":433,"url":434},"Anthropic: Effective context engineering for AI agents (Sep 2025)","https:\u002F\u002Fwww.anthropic.com\u002Fengineering\u002Feffective-context-engineering-for-ai-agents",{"title":436,"url":293},"Anthropic: Effective harnesses for long-running agents (Nov 2025)",{"title":438,"url":439},"Claude API docs: Compaction at a token threshold","https:\u002F\u002Fplatform.claude.com\u002Fdocs\u002Fen\u002Fbuild-with-claude\u002Fcompaction-threshold",{"title":441,"url":442},"Claude API docs: Compaction on demand","https:\u002F\u002Fplatform.claude.com\u002Fdocs\u002Fen\u002Fbuild-with-claude\u002Fcompaction-on-demand",{"title":444,"url":445},"Claude API docs: Context editing","https:\u002F\u002Fplatform.claude.com\u002Fdocs\u002Fen\u002Fbuild-with-claude\u002Fcontext-editing",{"title":447,"url":448},"Claude API docs: Memory tool","https:\u002F\u002Fplatform.claude.com\u002Fdocs\u002Fen\u002Fagents-and-tools\u002Ftool-use\u002Fmemory-tool",{"title":450,"url":451},"OpenAI API docs: Compaction","https:\u002F\u002Fplatform.openai.com\u002Fdocs\u002Fguides\u002Fcompaction",{"title":453,"url":454},"Cognition: Don't Build Multi-Agents","https:\u002F\u002Fcognition.ai\u002Fblog\u002Fdont-build-multi-agents","\u002Fimages\u002Fblog\u002Fcontext-rot-compaction-long-running-agents\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fcontext-rot-compaction-long-running-agents\u002Fog.jpg",[79,80,81],"Kontextusromlás hosszan futó ügynököknél: törlés, tömörítés, memória és al-ügynökök","Miért romlik az LLM pontossága a kontextus növekedésével, és hogyan tartja pályán a hosszú ügynökfutást a törlés, a tömörítés, a jegyzet és az al-ügynök.","Kontextusromlás hosszan futó ügynököknél: papírkupac alatt ül egy robot, a prés egyetlen lappá préseli.",{"slug":462,"published":392,"minutes":463,"category":8,"tags":464,"tagPages":468,"keywords":469,"about":480,"sources":487,"cover":503,"og":504,"expertise":77,"locales":505,"lang":81,"title":506,"description":507,"coverAlt":508},"browser-agents-e2e-testing-playwright",7,[465,466,13,195,467],"Playwright","E2E testing","Test automation",[17,199],[470,471,472,473,474,475,476,477,478,479],"playwright teszt ügynökök","playwright planner generator healer","ai e2e tesztelés","playwright mcp","llm által generált playwright tesztek","öngyógyító tesztek","böngészőügynök tesztelés","playwright init-agents","ai teszt automatizálás 2026","playwright cli skillek",[481,483,486],{"name":465,"url":482},"https:\u002F\u002Fplaywright.dev\u002F",{"name":484,"url":485},"End-to-end testing","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FSystem_testing",{"name":216,"url":217},[488,491,494,497,500],{"title":489,"url":490},"Playwright docs: Test agents (planner, generator, healer)","https:\u002F\u002Fplaywright.dev\u002Fdocs\u002Ftest-agents",{"title":492,"url":493},"Microsoft: Playwright MCP README (MCP vs CLI, accessibility snapshots)","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fplaywright-mcp",{"title":495,"url":496},"Playwright docs: Best practices","https:\u002F\u002Fplaywright.dev\u002Fdocs\u002Fbest-practices",{"title":498,"url":499},"Playwright docs: Locators","https:\u002F\u002Fplaywright.dev\u002Fdocs\u002Flocators",{"title":501,"url":502},"Browserbase: Stagehand README (act, extract, observe)","https:\u002F\u002Fgithub.com\u002Fbrowserbase\u002Fstagehand","\u002Fimages\u002Fblog\u002Fbrowser-agents-e2e-testing-playwright\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fbrowser-agents-e2e-testing-playwright\u002Fog.jpg",[79,80,81],"Böngészőügynökök E2E-teszteléshez: írják az ügynökök a Playwright-teszteket, ne futtassák","Hol segítenek az AI-ügynökök E2E-tesztekben: Playwright planner, generator és healer, MCP vagy CLI, és a korlátok, amelyek őszintén tartják a javításokat.","Böngészőügynökök E2E-teszteléshez: egy robot ceruzával ír egy színházi maszkkal díszített böngészőablak előtt.",{"slug":510,"published":392,"minutes":7,"category":8,"tags":511,"tagPages":515,"keywords":516,"about":528,"sources":536,"cover":561,"og":562,"expertise":77,"locales":563,"lang":81,"title":564,"description":565,"coverAlt":566},"a2a-protocol-agent-interoperability",[512,192,195,513,514],"A2A","Interoperability","Agent security",[198,199],[517,518,519,520,521,522,523,524,525,526,527],"a2a protokoll","agent2agent protokoll","a2a vagy mcp","a2a agent card","agent-card.json well-known","a2a protokoll 1.0","a2a task életciklus","ügynökök közötti kommunikációs protokoll","a2a biztonság","a2a json-rpc és grpc","agent session smuggling",[529,532,533],{"name":530,"url":531},"Agent2Agent protocol","https:\u002F\u002Fa2a-protocol.org\u002F",{"name":216,"url":217},{"name":534,"url":535},"Linux Foundation","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FLinux_Foundation",[537,540,543,546,549,552,555,558],{"title":538,"url":539},"A2A Protocol Specification (latest, v1.0)","https:\u002F\u002Fa2a-protocol.org\u002Flatest\u002Fspecification\u002F",{"title":541,"url":542},"A2A: a2a.proto, the normative data model (GitHub)","https:\u002F\u002Fgithub.com\u002Fa2aproject\u002FA2A\u002Fblob\u002Fmain\u002Fspecification\u002Fa2a.proto",{"title":544,"url":545},"A2A docs: A2A and MCP","https:\u002F\u002Fa2a-protocol.org\u002Flatest\u002Ftopics\u002Fa2a-and-mcp\u002F",{"title":547,"url":548},"A2A docs: Agent discovery","https:\u002F\u002Fa2a-protocol.org\u002Flatest\u002Ftopics\u002Fagent-discovery\u002F",{"title":550,"url":551},"Google Developers Blog: Announcing the Agent2Agent Protocol (Apr 2025)","https:\u002F\u002Fdevelopers.googleblog.com\u002Fen\u002Fa2a-a-new-era-of-agent-interoperability\u002F",{"title":553,"url":554},"Linux Foundation: Launch of the Agent2Agent Protocol Project (Jun 2025)","https:\u002F\u002Fwww.linuxfoundation.org\u002Fpress\u002Flinux-foundation-launches-the-agent2agent-protocol-project-to-enable-secure-intelligent-communication-between-ai-agents",{"title":556,"url":557},"Linux Foundation: A2A surpasses 150 organizations in its first year (Apr 2026)","https:\u002F\u002Fwww.linuxfoundation.org\u002Fpress\u002Fa2a-protocol-surpasses-150-organizations-lands-in-major-cloud-platforms-and-sees-enterprise-production-use-in-first-year",{"title":559,"url":560},"Unit 42: Agent Session Smuggling in Agent2Agent Systems (Oct 2025)","https:\u002F\u002Funit42.paloaltonetworks.com\u002Fagent-session-smuggling-in-agent2agent-systems\u002F","\u002Fimages\u002Fblog\u002Fa2a-protocol-agent-interoperability\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fa2a-protocol-agent-interoperability\u002Fog.jpg",[79,80,81],"Az A2A protokoll: agent cardok, taskok, és a helye az MCP mellett","Mit szabványosít az Agent2Agent protokoll 1.0-s verziója: agent card, task, bindingek, biztonság, eltérés az MCP-től, és mikor éri meg használni.","A2A protokoll: két robot kezet fog egy asztal fölött, mindkettő egy azonosító kártyát tart fel.",{"slug":568,"published":569,"updated":190,"minutes":393,"category":8,"tags":570,"tagPages":576,"keywords":577,"about":588,"sources":598,"cover":629,"og":630,"expertise":631,"locales":632,"lang":81,"title":633,"description":634,"coverAlt":635},"sales-rep-ai-copilot-b2b","2026-10-15",[571,572,573,574,575],"AI copilot","B2B sales","Quotes","Permissions","Works council",[],[578,579,580,581,582,583,584,585,586,587],"ai copilot b2b értékesítőknek","belső értékesítési copilot","árajánlat automatizálás b2b","értékesítési copilot adathozzáférés","ai ajánlat vázlatkészítés","értékesítő ai asszisztens megtérülés","ajánlat átfutási idő","értékesítési copilot gdpr üzemi tanács","ügyfélkontextus crm erp","ai értékesítési asszisztens jogosultságkezelés",[589,592,595],{"name":590,"url":591},"Customer relationship management","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FCustomer_relationship_management",{"name":593,"url":594},"Enterprise resource planning","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FEnterprise_resource_planning",{"name":596,"url":597},"Artificial Intelligence Act","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FArtificial_Intelligence_Act",[599,602,605,608,611,614,617,620,623,626],{"title":600,"url":601},"Harvard Business Review: The Short Life of Online Sales Leads (March 2011)","https:\u002F\u002Fhbr.org\u002F2011\u002F03\u002Fthe-short-life-of-online-sales-leads",{"title":603,"url":604},"Salesforce: State of Sales statistics, 7th edition (2026)","https:\u002F\u002Fwww.salesforce.com\u002Fsales\u002Fstate-of-sales\u002Fsales-statistics\u002F",{"title":606,"url":607},"Gartner: sellers who partner with AI are 3.7 times more likely to meet quota (16 Sep 2024)","https:\u002F\u002Fwww.gartner.com\u002Fen\u002Fnewsroom\u002Fpress-releases\u002F2024-09-16-gartner-sales-survey-reveals-sellers-who-partner-with-ai-re-three-point-seven-times-more-likely-to-meet-quota",{"title":609,"url":610},"Gartner: 61 percent of B2B buyers prefer a rep-free buying experience (25 Jun 2025)","https:\u002F\u002Fwww.gartner.com\u002Fen\u002Fnewsroom\u002Fpress-releases\u002F2025-06-25-gartner-sales-survey-finds-61-percent-of-b2b-buyers-prefer-a-rep-free-buying-experience",{"title":612,"url":613},"Gartner: by 2030, 75 percent of B2B buyers will prefer human-first sales experiences (25 Aug 2025)","https:\u002F\u002Fwww.gartner.com\u002Fen\u002Fnewsroom\u002Fpress-releases\u002F2025-08-25-gartner-says-by-2030-that-75-percent-of-b2b-buyers-will-prefer-sales-experiences-that-prioritize-human-interaction-over-ai",{"title":615,"url":616},"Microsoft: Copilot for Sales and Copilot for Service generally available (1 Feb 2024)","https:\u002F\u002Fwww.microsoft.com\u002Fen-us\u002Fdynamics-365\u002Fblog\u002Fbusiness-leader\u002F2024\u002F02\u002F01\u002Fmicrosoft-copilot-for-sales-and-copilot-for-service-are-now-generally-available\u002F",{"title":618,"url":619},"WKO: Überwachung im Homeoffice, BVwG 27.6.2025 W218 2298555-1 (21 Apr 2026)","https:\u002F\u002Fwww.wko.at\u002Fktn\u002Findustrie\u002Fueberwachung-im-homeoffice-wo-sind-die-grenzen-",{"title":621,"url":622},"EU AI Act, Annex III (high-risk use cases)","https:\u002F\u002Fartificialintelligenceact.eu\u002Fannex\u002F3\u002F",{"title":624,"url":625},"EU AI Act, Article 26 (obligations of deployers)","https:\u002F\u002Fartificialintelligenceact.eu\u002Farticle\u002F26\u002F",{"title":627,"url":628},"Regulation (EU) 2026\u002F1744 (Digital Omnibus on AI), EUR-Lex","https:\u002F\u002Feur-lex.europa.eu\u002Feli\u002Freg\u002F2026\u002F1744\u002Foj\u002Feng","\u002Fimages\u002Fblog\u002Fsales-rep-ai-copilot-b2b\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fsales-rep-ai-copilot-b2b\u002Fog.jpg","b2b-ecommerce-developer",[79,80,81],"AI copilot B2B értékesítőknek: ügyfélkontextus, ajánlatok és jóváhagyások","Belső AI copilot B2B értékesítőknek: milyen ügyféladat kell hozzá, jogosultság értékesítőnként, jóváhagyási kapuk, mérőszámok és az üzemi tanács.","MI-copilot B2B értékesítőknek: magas kártya, vállánál kis segédpanel lebeg, balra egy fejhallgató.",{"slug":637,"published":638,"updated":190,"minutes":639,"category":8,"tags":640,"tagPages":645,"keywords":646,"about":657,"sources":667,"cover":703,"og":704,"expertise":631,"locales":705,"lang":81,"title":706,"description":707,"coverAlt":708},"aftersales-agent-rma-spare-parts","2026-10-13",8,[641,642,643,192,644],"After-sales","Spare parts","RMA","Aftermarket",[198],[647,648,649,650,651,652,653,654,655,656],"ai ügynök értékesítés utáni szervizhez","alkatrész azonosítás mesterséges intelligenciával","rma automatizálás","sorozatszám alapján alkatrész","szervizalkatrész ügynök","szerviz tudásbázis rag","first time fix rate","aftermarket bevétel","robbantott ábra alkatrészkatalógus","alkatrészszám hallucináció",[658,661,664],{"name":659,"url":660},"Return merchandise authorization","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FReturn_merchandise_authorization",{"name":662,"url":663},"Bill of materials","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FBill_of_materials",{"name":665,"url":666},"S1000D","https:\u002F\u002Fwww.s-series.org\u002Fs1000d",[668,671,674,677,680,683,686,689,691,694,697,700],{"title":669,"url":670},"McKinsey: Industrial aftermarket services, growing the core (2017)","https:\u002F\u002Fwww.mckinsey.com\u002Findustries\u002Findustrials\u002Four-insights\u002Findustrial-aftermarket-services-growing-the-core",{"title":672,"url":673},"McKinsey: Why aftermarket and service are vital to OEMs (2024)","https:\u002F\u002Fwww.mckinsey.com\u002Findustries\u002Findustrials\u002Four-insights\u002Fwhy-aftermarket-and-service-are-vital-to-oems-and-how-to-excel",{"title":675,"url":676},"BCG: Aftermarket services drive growth for industrial manufacturers (2025)","https:\u002F\u002Fwww.bcg.com\u002Fpublications\u002F2025\u002Faftermarket-services-drive-growth-for-industrial-manufacturers",{"title":678,"url":679},"Aquant: 2026 Field Service Benchmark (press release, 19 Feb 2026)","https:\u002F\u002Fwww.globenewswire.com\u002Fnews-release\u002F2026\u002F02\u002F19\u002F3241231\u002F0\u002Fen\u002Faquant-s-2026-field-service-benchmark-companies-can-unlock-up-to-26-in-service-cost-savings-by-scaling-knowledge-across-the-workforce.html",{"title":681,"url":682},"Microsoft Learn: Sales returns in Dynamics 365 Supply Chain Management","https:\u002F\u002Flearn.microsoft.com\u002Fen-us\u002Fdynamics365\u002Fsupply-chain\u002Fsales-marketing\u002Fsales-returns",{"title":684,"url":685},"SAP Learning: Configuring and creating bills of material in SAP S\u002F4HANA Service","https:\u002F\u002Flearning.sap.com\u002Fcourses\u002Fconfiguring-organizational-and-master-data-in-sap-s-4hana-service\u002Fconfiguring-and-creating-bills-of-material",{"title":687,"url":688},"Spracklen et al.: package hallucinations by code-generating LLMs (USENIX Security 2025)","https:\u002F\u002Farxiv.org\u002Fabs\u002F2406.10279",{"title":690,"url":666},"S-Series: S1000D specification",{"title":692,"url":693},"IEC 61406-2:2024 Identification link, Part 2","https:\u002F\u002Fwebstore.iec.ch\u002Fen\u002Fpublication\u002F77973",{"title":695,"url":696},"Directive (EU) 2024\u002F1799 on the repair of goods, EUR-Lex","https:\u002F\u002Feur-lex.europa.eu\u002Feli\u002Fdir\u002F2024\u002F1799\u002Foj\u002Feng",{"title":698,"url":699},"European Commission: Machinery Regulation (EU) 2023\u002F1230","https:\u002F\u002Fsingle-market-economy.ec.europa.eu\u002Fsectors\u002Fmechanical-engineering\u002Fmachinery_en",{"title":701,"url":702},"X12: transaction sets (180 Return Merchandise Authorization and Notification)","https:\u002F\u002Fx12.org\u002Fproducts\u002Ftransaction-sets","\u002Fimages\u002Fblog\u002Faftersales-agent-rma-spare-parts\u002Fcover.webp","\u002Fimages\u002Fblog\u002Faftersales-agent-rma-spare-parts\u002Fog.jpg",[79,80,81],"AI ügynök az értékesítés utáni szervizben: RMA, alkatrészek és pontos egyezés","AI ügynök az értékesítés utáni szervizhez: sorozatszámtól az alkatrészig, RMA-tervezet, RAG a kézikönyvekre, és azonosító csak eszközből.","MI-ügynök az RMA-szervizben: pótalkatrész emelkedik ki egy nyitott dobozból, egy csomagtól visszaküldő nyíl vezet.",{"slug":710,"published":711,"updated":712,"minutes":639,"category":8,"tags":713,"tagPages":718,"keywords":720,"about":728,"sources":738,"cover":807,"og":808,"expertise":77,"locales":809,"lang":81,"title":810,"description":811,"coverAlt":812},"opencode","2026-10-09","2026-10-10",[714,715,716,717,195],"AI coding agent","Terminal","Open source","Local models",[719,199],"open-source",[710,721,722,723,724,725,726,727],"opencode teszt","nyílt forráskódú kódolóügynök","opencode vagy claude code","terminálos kódoló ügynök","opencode helyi modellek","opencode jogosultságok","opencode mcp",[729,730,733,735],{"name":10,"url":37},{"name":731,"url":732},"Large language model","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FLarge_language_model",{"name":216,"url":734},"https:\u002F\u002Fmodelcontextprotocol.io",{"name":736,"url":737},"Language Server Protocol","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FLanguage_Server_Protocol",[739,742,744,747,750,753,756,759,762,765,768,771,774,777,780,783,786,789,792,795,798,801,804],{"title":740,"url":741},"OpenCode docs: intro and installation","https:\u002F\u002Fopencode.ai\u002Fdocs\u002F",{"title":743,"url":56},"OpenCode docs: providers, Models.dev and local models",{"title":745,"url":746},"OpenCode docs: agents, Build, Plan and subagents","https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fagents\u002F",{"title":748,"url":749},"OpenCode docs: permissions and defaults","https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fpermissions\u002F",{"title":751,"url":752},"OpenCode docs: MCP servers","https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fmcp-servers\u002F",{"title":754,"url":755},"OpenCode docs: LSP servers","https:\u002F\u002Fopencode.ai\u002Fdocs\u002Flsp\u002F",{"title":757,"url":758},"OpenCode docs: server and web interface","https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fserver\u002F",{"title":760,"url":761},"OpenCode docs: config and precedence","https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fconfig\u002F",{"title":763,"url":764},"OpenCode docs: Zen, pay-as-you-go models","https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fzen\u002F",{"title":766,"url":767},"OpenCode docs: Go subscription plans","https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fgo\u002F",{"title":769,"url":770},"OpenCode docs: share and data retention","https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fshare\u002F",{"title":772,"url":773},"OpenCode docs: enterprise and data handling","https:\u002F\u002Fopencode.ai\u002Fdocs\u002Fenterprise\u002F",{"title":775,"url":776},"GitHub: anomalyco\u002Fopencode, MIT licence and README","https:\u002F\u002Fgithub.com\u002Fanomalyco\u002Fopencode",{"title":778,"url":779},"OpenCode release v1.18.35 (6 October 2026)","https:\u002F\u002Fgithub.com\u002Fanomalyco\u002Fopencode\u002Freleases\u002Ftag\u002Fv1.18.35",{"title":781,"url":782},"Claude Code licence file (LICENSE.md)","https:\u002F\u002Fraw.githubusercontent.com\u002Fanthropics\u002Fclaude-code\u002Fmain\u002FLICENSE.md",{"title":784,"url":785},"Claude pricing: plans and Claude Code access","https:\u002F\u002Fclaude.com\u002Fpricing",{"title":787,"url":788},"Claude Code docs: connect to an LLM gateway","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fllm-gateway",{"title":790,"url":791},"OpenAI Codex CLI repository (Apache-2.0)","https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex",{"title":793,"url":794},"ChatGPT pricing: Codex included in plans","https:\u002F\u002Flearn.chatgpt.com\u002Fdocs\u002Fpricing",{"title":796,"url":797},"Codex configuration: model providers and config.toml","https:\u002F\u002Flearn.chatgpt.com\u002Fdocs\u002Fconfig-file\u002Fconfig-advanced",{"title":799,"url":800},"Aider website: git integration and LLM support","https:\u002F\u002Faider.chat\u002F",{"title":802,"url":803},"Aider licence file (Apache-2.0)","https:\u002F\u002Fraw.githubusercontent.com\u002FAider-AI\u002Faider\u002Fmain\u002FLICENSE.txt",{"title":805,"url":806},"GDPR, Regulation (EU) 2016\u002F679, Article 28","https:\u002F\u002Feur-lex.europa.eu\u002Flegal-content\u002FEN\u002FTXT\u002FHTML\u002F?uri=CELEX:32016R0679","\u002Fimages\u002Fblog\u002Fopencode\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fopencode\u002Fog.jpg",[79,80,81],"OpenCode teszt: a nyílt forráskódú kódolóügynök bármely modellhez","Az OpenCode MIT licencű terminálos kódolóügynök bármely modellhez, felhős vagy helyi módon. Ügynökök, jogosultságok, MCP, LSP és adatvédelem.","OpenCode teszt: nyitott szerszámláda egy terminál mellett, mellette különféle elemek sora.",{"slug":814,"published":711,"updated":190,"minutes":639,"category":8,"tags":815,"tagPages":820,"keywords":821,"about":832,"sources":842,"cover":879,"og":880,"expertise":631,"locales":881,"lang":81,"title":882,"description":883,"coverAlt":884},"erp-integration-error-agent",[816,817,818,819,192],"ERP integration","SAP","Error handling","Retries",[198],[822,823,824,825,826,827,828,829,830,831],"erp integrációs hibakezelés","idoc status 51","sap odata hibakezelés","dead letter queue integráció","integrációs újrapróbálás idempotencia","rendelésszinkron hiba webshop erp","ai ügynök naplók hibaelemzése","sap integration suite jms retry","integrációs hibataxonómia","incidens duplikáció szűrés",[833,836,839],{"name":834,"url":835},"IDoc","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FIDoc",{"name":837,"url":838},"Dead letter queue","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FDead_letter_queue",{"name":840,"url":841},"Exponential backoff","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FExponential_backoff",[843,846,849,852,855,858,861,864,867,870,873,876],{"title":844,"url":845},"SAP Library: IDoc interface and ALE exception handling","https:\u002F\u002Fhelp.sap.com\u002Fsaphelp_aii710\u002Fhelpdata\u002Fen\u002F0b\u002F2a6743507d11d18ee90000e8366fc2\u002Fcontent.htm",{"title":847,"url":848},"SAP Community: IDoc status codes","https:\u002F\u002Fcommunity.sap.com\u002Ft5\u002Ftechnology-q-a\u002Fidoc-status-codes\u002Fqaq-p\u002F3961848",{"title":850,"url":851},"SAP CAP: indicating errors (Java)","https:\u002F\u002Fcap.cloud.sap\u002Fdocs\u002Fjava\u002Fevent-handlers\u002Findicating-errors",{"title":853,"url":854},"SAP Community: Cloud Integration asynchronous messaging with retry using JMS (2017)","https:\u002F\u002Fcommunity.sap.com\u002Ft5\u002Fintegration-blog-posts\u002Fcloud-integration-configure-asynchronous-messaging-with-retry-using-jms\u002Fba-p\u002F13315669",{"title":856,"url":857},"SAP Community: Cloud Integration dead-letter handling in the JMS adapter (2017)","https:\u002F\u002Fcommunity.sap.com\u002Ft5\u002Ftechnology-blogs-by-sap\u002Fcloud-integration-configure-dead-letter-handling-in-jms-adapter\u002Fba-p\u002F13325734",{"title":859,"url":860},"Temporal: retry policies","https:\u002F\u002Fdocs.temporal.io\u002Fencyclopedia\u002Fretry-policies",{"title":862,"url":863},"Amazon SQS: dead-letter queues","https:\u002F\u002Fdocs.aws.amazon.com\u002FAWSSimpleQueueService\u002Flatest\u002FSQSDeveloperGuide\u002Fsqs-dead-letter-queues.html",{"title":865,"url":866},"Azure Service Bus: dead-letter queues","https:\u002F\u002Flearn.microsoft.com\u002Fen-us\u002Fazure\u002Fservice-bus-messaging\u002Fservice-bus-dead-letter-queues",{"title":868,"url":869},"Stripe API reference: idempotent requests","https:\u002F\u002Fdocs.stripe.com\u002Fapi\u002Fidempotent_requests",{"title":871,"url":872},"AWS Architecture Blog: Exponential backoff and jitter","https:\u002F\u002Faws.amazon.com\u002Fblogs\u002Farchitecture\u002Fexponential-backoff-and-jitter\u002F",{"title":874,"url":875},"MuleSoft: 2026 Connectivity Benchmark Report","https:\u002F\u002Fblogs.mulesoft.com\u002Fagentic-perspectives\u002Fconnectivity-benchmark-report\u002F",{"title":877,"url":878},"OWASP GenAI Security Project: LLM06:2025 Excessive Agency","https:\u002F\u002Fgenai.owasp.org\u002Fllmrisk\u002Fllm062025-excessive-agency\u002F","\u002Fimages\u002Fblog\u002Ferp-integration-error-agent\u002Fcover.webp","\u002Fimages\u002Fblog\u002Ferp-integration-error-agent\u002Fog.jpg",[79,80,81],"Ügynök ERP-integrációs hibákhoz: taxonómia, runbookok és biztonságos újrapróbálás","Ügynök az ERP-integrációs hibák kezelésére: hibataxonómia IDoc- és OData-szerződésekből, engedélyezett runbookok, biztonságos újrapróbálás és deduplikáció.","Ügynök ERP-integrációs hibákhoz: cső figyelmeztető jellel az egyik csatlakozásnál, alatta kártyák egy rendezőtálcában.",{"slug":886,"published":887,"updated":711,"minutes":639,"category":8,"tags":888,"tagPages":894,"keywords":896,"about":905,"sources":916,"cover":983,"og":984,"expertise":77,"locales":985,"lang":81,"title":986,"description":987,"coverAlt":988},"pydantic-ai","2026-10-08",[889,890,891,892,893],"Agent framework","Typed Python","Structured output","Dependency injection","OpenTelemetry",[895],"opentelemetry",[897,898,899,900,901,902,903,904],"pydantic ai","pydantic ai teszt","pydantic ai vagy langgraph","pydantic ai vagy openai agents sdk","típusos python ügynök keretrendszer","pydantic ai logfire árak","pydantic ai 2.0 frissítés","python llm ügynök keretrendszer",[906,909,912,914],{"name":907,"url":908},"Pydantic","https:\u002F\u002Fpydantic.dev",{"name":910,"url":911},"Python (programming language)","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPython_(programming_language)",{"name":892,"url":913},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FDependency_injection",{"name":893,"url":915},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FOpenTelemetry",[917,920,923,926,929,932,935,938,941,944,947,950,953,956,959,962,965,968,971,974,977,980],{"title":918,"url":919},"Pydantic AI documentation","https:\u002F\u002Fai.pydantic.dev\u002F",{"title":921,"url":922},"pydantic-ai 2.55.0 on PyPI (released 9 October 2026)","https:\u002F\u002Fpypi.org\u002Fproject\u002Fpydantic-ai\u002F",{"title":924,"url":925},"pydantic\u002Fpydantic-ai on GitHub: licence, stars and README","https:\u002F\u002Fgithub.com\u002Fpydantic\u002Fpydantic-ai",{"title":927,"url":928},"Pydantic AI release notes: 2.51.0 to 2.55.0 and the 2.52.0 security fix","https:\u002F\u002Fgithub.com\u002Fpydantic\u002Fpydantic-ai\u002Freleases",{"title":930,"url":931},"Pydantic AI version policy","https:\u002F\u002Fai.pydantic.dev\u002Fversion-policy\u002F",{"title":933,"url":934},"Pydantic AI upgrade guide: the V2 betas and the stable release","https:\u002F\u002Fai.pydantic.dev\u002Fproject\u002Fchangelog\u002F",{"title":936,"url":937},"Pydantic AI output: tool output, retries and output validators","https:\u002F\u002Fai.pydantic.dev\u002Foutput\u002F",{"title":939,"url":940},"Pydantic AI dependencies and RunContext","https:\u002F\u002Fai.pydantic.dev\u002Fdependencies\u002F",{"title":942,"url":943},"Pydantic AI models and providers","https:\u002F\u002Fai.pydantic.dev\u002Fmodels\u002Foverview\u002F",{"title":945,"url":946},"Pydantic AI unit testing with TestModel and FunctionModel","https:\u002F\u002Fai.pydantic.dev\u002Ftesting\u002F",{"title":948,"url":949},"Pydantic AI durable execution overview","https:\u002F\u002Fai.pydantic.dev\u002Fdurable_execution\u002Foverview\u002F",{"title":951,"url":952},"Pydantic Logfire: observability for Pydantic AI","https:\u002F\u002Fai.pydantic.dev\u002Flogfire\u002F",{"title":954,"url":955},"Pydantic Logfire pricing","https:\u002F\u002Fpydantic.dev\u002Fpricing",{"title":957,"url":958},"Pydantic security and compliance","https:\u002F\u002Fpydantic.dev\u002Fsecurity",{"title":960,"url":961},"OpenAI Agents SDK documentation","https:\u002F\u002Fopenai.github.io\u002Fopenai-agents-python\u002F",{"title":963,"url":964},"OpenAI Agents SDK tracing","https:\u002F\u002Fopenai.github.io\u002Fopenai-agents-python\u002Ftracing\u002F",{"title":966,"url":967},"openai\u002Fopenai-agents-python on GitHub","https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-agents-python",{"title":969,"url":970},"openai-agents 0.23.1 on PyPI","https:\u002F\u002Fpypi.org\u002Fproject\u002Fopenai-agents\u002F",{"title":972,"url":973},"langchain-ai\u002Flanggraph on GitHub","https:\u002F\u002Fgithub.com\u002Flangchain-ai\u002Flanggraph",{"title":975,"url":976},"langgraph 1.2.14 on PyPI","https:\u002F\u002Fpypi.org\u002Fproject\u002Flanggraph\u002F",{"title":978,"url":979},"LangGraph overview","https:\u002F\u002Fdocs.langchain.com\u002Foss\u002Fpython\u002Flanggraph\u002Foverview",{"title":981,"url":982},"LangGraph interrupts","https:\u002F\u002Fdocs.langchain.com\u002Foss\u002Fpython\u002Flanggraph\u002Finterrupts","\u002Fimages\u002Fblog\u002Fpydantic-ai\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fpydantic-ai\u002Fog.jpg",[79,80,81],"Pydantic AI bemutató: típusos Python-ügynökök ellenőrzött kimenettel","A Pydantic AI 2.55 típusos függőségeket, ellenőrzött kimenetet és OpenTelemetry-nyomkövetést ad. Mit változott a 2.0-val, mibe kerül a Logfire, kinek való.","Pydantic AI bemutató: egy robot formákat dob egy formaválogató dobozba, körülötte kis kígyó.",{"slug":990,"published":991,"updated":712,"minutes":992,"category":8,"tags":993,"tagPages":998,"keywords":999,"about":1008,"sources":1019,"cover":1100,"og":1101,"expertise":77,"locales":1102,"lang":81,"title":1103,"description":1104,"coverAlt":1105},"gemini-cli","2026-10-07",9,[994,995,195,996,997],"Terminal agent","Gemini","Sandboxing","Data protection",[199],[1000,1001,1002,1003,1004,1005,1006,1007],"gemini cli","gemini cli ingyenes csomag","gemini cli árak","gemini cli adatvédelem","gemini cli vagy claude code","antigravity cli","gemini cli github action","gemini cli teszt",[1009,1012,1015,1018],{"name":1010,"url":1011},"Gemini CLI","https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli",{"name":1013,"url":1014},"Vertex AI","https:\u002F\u002Fcloud.google.com\u002Fvertex-ai",{"name":1016,"url":1017},"Apache License","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FApache_License",{"name":216,"url":734},[1020,1023,1026,1029,1031,1034,1037,1040,1043,1046,1049,1052,1055,1058,1061,1064,1067,1070,1073,1075,1078,1081,1084,1087,1090,1092,1094,1097],{"title":1021,"url":1022},"Google Developers Blog: transitioning Gemini CLI to Antigravity CLI","https:\u002F\u002Fdevelopers.googleblog.com\u002Fen\u002Fan-important-update-transitioning-gemini-cli-to-antigravity-cli\u002F",{"title":1024,"url":1025},"Gemini CLI: quotas and pricing","https:\u002F\u002Fgeminicli.com\u002Fdocs\u002Fresources\u002Fquota-and-pricing\u002F",{"title":1027,"url":1028},"Gemini CLI: licence, terms of service and privacy notices","https:\u002F\u002Fgeminicli.com\u002Fdocs\u002Fresources\u002Ftos-privacy",{"title":1030,"url":1011},"GitHub: google-gemini\u002Fgemini-cli, the repository and README",{"title":1032,"url":1033},"Gemini CLI changelog: v0.63.0 released 6 October 2026","https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\u002Fblob\u002Fmain\u002Fdocs\u002Fchangelogs\u002Flatest.md",{"title":1035,"url":1036},"Gemini CLI reference: flags and approval modes","https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\u002Fblob\u002Fmain\u002Fdocs\u002Fcli\u002Fcli-reference.md",{"title":1038,"url":1039},"Gemini CLI configuration: settings.json and approval defaults","https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\u002Fblob\u002Fmain\u002Fdocs\u002Freference\u002Fconfiguration.md",{"title":1041,"url":1042},"Gemini CLI sandboxing","https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\u002Fblob\u002Fmain\u002Fdocs\u002Fcli\u002Fsandbox.md",{"title":1044,"url":1045},"Gemini CLI: context files (GEMINI.md)","https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\u002Fblob\u002Fmain\u002Fdocs\u002Fcli\u002Fgemini-md.md",{"title":1047,"url":1048},"Gemini CLI: MCP servers","https:\u002F\u002Fgithub.com\u002Fgoogle-gemini\u002Fgemini-cli\u002Fblob\u002Fmain\u002Fdocs\u002Ftools\u002Fmcp-server.md",{"title":1050,"url":1051},"Gemini API Additional Terms of Service","https:\u002F\u002Fai.google.dev\u002Fgemini-api\u002Fterms",{"title":1053,"url":1054},"Gemini Developer API pricing","https:\u002F\u002Fai.google.dev\u002Fgemini-api\u002Fdocs\u002Fpricing",{"title":1056,"url":1057},"Gemini Code Assist FAQs","https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini\u002Fdocs\u002Fcodeassist\u002Ffaqs",{"title":1059,"url":1060},"Vertex AI data governance and zero data retention","https:\u002F\u002Fdocs.cloud.google.com\u002Fvertex-ai\u002Fgenerative-ai\u002Fdocs\u002Fdata-governance",{"title":1062,"url":1063},"Vertex AI data residency","https:\u002F\u002Fdocs.cloud.google.com\u002Fvertex-ai\u002Fgenerative-ai\u002Fdocs\u002Flearn\u002Fdata-residency",{"title":1065,"url":1066},"Vertex AI locations and endpoints","https:\u002F\u002Fdocs.cloud.google.com\u002Fvertex-ai\u002Fgenerative-ai\u002Fdocs\u002Flearn\u002Flocations",{"title":1068,"url":1069},"run-gemini-cli: the GitHub Action for Gemini CLI","https:\u002F\u002Fgithub.com\u002Fgoogle-github-actions\u002Frun-gemini-cli",{"title":1071,"url":1072},"Antigravity CLI migration guide","https:\u002F\u002Fantigravity.google\u002Fdocs\u002Fcli\u002Fgcli-migration",{"title":1074,"url":785},"Claude pricing",{"title":1076,"url":1077},"Claude Code: data usage","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fdata-usage",{"title":1079,"url":1080},"Claude Code: setup and plan requirements","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fsetup",{"title":1082,"url":1083},"Claude Code: permission modes","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fpermission-modes",{"title":1085,"url":1086},"Claude Code: sandboxing","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fsandboxing",{"title":1088,"url":1089},"Claude Code licence (LICENSE.md)","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-code\u002Fblob\u002Fmain\u002FLICENSE.md",{"title":1091,"url":374},"OpenAI Codex pricing",{"title":1093,"url":791},"OpenAI Codex CLI repository",{"title":1095,"url":1096},"Codex: agent approvals and security","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fagent-approvals-security",{"title":1098,"url":1099},"Codex: sandboxing","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fconcepts\u002Fsandboxing","\u002Fimages\u002Fblog\u002Fgemini-cli\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fgemini-cli\u002Fog.jpg",[79,80,81],"Gemini CLI teszt: nyílt forráskodú, de egyéniként már nem ingyenes","A Gemini CLI Apache-2.0 licencű marad, de az ingyenes egyéni hozzáférés 2026. június 18-án megszűnt. Maradt: Code Assist, fizetős API-kulcs, Vertex AI.","Gemini CLI teszt: ikerrobotok állnak egy terminál előtt egy pénzbedobó doboz mellett.",{"slug":1107,"published":991,"minutes":639,"category":8,"tags":1108,"tagPages":1113,"keywords":1115,"about":1125,"sources":1136,"cover":1209,"og":1210,"expertise":77,"locales":1211,"lang":81,"title":1212,"description":1213,"coverAlt":1214},"temporal",[1109,1110,1111,192,1112],"Durable execution","Workflow orchestration","Human in the loop","Self-hosting",[198,1114],"self-hosting",[1116,1117,1118,1119,1120,1121,1122,1123,1124],"temporal workflow","temporal ai ügynökök","tartós végrehajtás ai ügynököknek","temporal vagy langgraph","temporal cloud árak","temporal openai agents sdk","saját szerveres temporal","temporal determinizmus szabályai","temporal teszt",[1126,1129,1132,1133],{"name":1127,"url":1128},"Temporal","https:\u002F\u002Ftemporal.io",{"name":1130,"url":1131},"Workflow engine","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FWorkflow_engine",{"name":731,"url":732},{"name":1134,"url":1135},"Human-in-the-loop","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FHuman-in-the-loop",[1137,1140,1143,1146,1149,1151,1154,1157,1160,1163,1166,1169,1172,1175,1178,1181,1184,1187,1190,1193,1196,1199,1200,1203,1206],{"title":1138,"url":1139},"Temporal Cloud pricing","https:\u002F\u002Ftemporal.io\u002Fpricing",{"title":1141,"url":1142},"Temporal Cloud pricing documentation","https:\u002F\u002Fdocs.temporal.io\u002Fcloud\u002Fpricing",{"title":1144,"url":1145},"OpenAI Agents SDK integration for Python","https:\u002F\u002Fdocs.temporal.io\u002Fdevelop\u002Fpython\u002Fintegrations\u002Fopenai-agents",{"title":1147,"url":1148},"Workflow definition and determinism","https:\u002F\u002Fdocs.temporal.io\u002Fworkflow-definition",{"title":1150,"url":860},"Retry policies",{"title":1152,"url":1153},"Activity timeouts","https:\u002F\u002Fdocs.temporal.io\u002Fencyclopedia\u002Fdetecting-activity-failures",{"title":1155,"url":1156},"Cloud actions reference","https:\u002F\u002Fdocs.temporal.io\u002Fcloud\u002Factions",{"title":1158,"url":1159},"Event history limits","https:\u002F\u002Fdocs.temporal.io\u002Fworkflow-execution\u002Fevent",{"title":1161,"url":1162},"Message passing in Python: signals, queries and updates","https:\u002F\u002Fdocs.temporal.io\u002Fdevelop\u002Fpython\u002Fmessage-passing",{"title":1164,"url":1165},"Human-in-the-loop AI agent sample","https:\u002F\u002Fdocs.temporal.io\u002Fai\u002Fcookbook\u002Fhuman-in-the-loop-python",{"title":1167,"url":1168},"Cloud security model","https:\u002F\u002Fdocs.temporal.io\u002Fcloud\u002Fsecurity",{"title":1170,"url":1171},"Cloud service regions","https:\u002F\u002Fdocs.temporal.io\u002Fcloud\u002Fregions",{"title":1173,"url":1174},"Data processing agreement","https:\u002F\u002Ftemporal.io\u002Fdpa",{"title":1176,"url":1177},"Self-hosted deployment guide","https:\u002F\u002Fdocs.temporal.io\u002Fself-hosted-guide\u002Fdeployment",{"title":1179,"url":1180},"Self-hosted production checklist","https:\u002F\u002Fdocs.temporal.io\u002Fself-hosted-guide\u002Fproduction-checklist",{"title":1182,"url":1183},"Self-hosted visibility stores","https:\u002F\u002Fdocs.temporal.io\u002Fself-hosted-guide\u002Fvisibility",{"title":1185,"url":1186},"Temporal Server architecture","https:\u002F\u002Fdocs.temporal.io\u002Ftemporal-service\u002Ftemporal-server",{"title":1188,"url":1189},"Temporal server LICENSE file","https:\u002F\u002Fgithub.com\u002Ftemporalio\u002Ftemporal\u002Fblob\u002Fmain\u002FLICENSE",{"title":1191,"url":1192},"Temporal integrations index","https:\u002F\u002Fdocs.temporal.io\u002Fintegrations",{"title":1194,"url":1195},"LangGraph integration with Temporal","https:\u002F\u002Fdocs.temporal.io\u002Fdevelop\u002Fpython\u002Fintegrations\u002Flanggraph",{"title":1197,"url":1198},"LangGraph persistence","https:\u002F\u002Fdocs.langchain.com\u002Foss\u002Fpython\u002Flanggraph\u002Fpersistence",{"title":981,"url":982},{"title":1201,"url":1202},"Self-hosted guide and development server","https:\u002F\u002Fdocs.temporal.io\u002Fself-hosted-guide",{"title":1204,"url":1205},"Python SDK reference: workflow.wait_condition","https:\u002F\u002Fpython.temporal.io\u002Ftemporalio.workflow._context.html",{"title":1207,"url":1208},"Python SDK reference: ApplicationError","https:\u002F\u002Fpython.temporal.io\u002Ftemporalio.exceptions.ApplicationError.html","\u002Fimages\u002Fblog\u002Ftemporal\u002Fcover.webp","\u002Fimages\u002Fblog\u002Ftemporal\u002Fog.jpg",[79,80,81],"Temporal teszt: ügynökök, amelyek túlélik az összeomlást és emberekre várnak","A Temporal tartós workflow-ként futtat ügynökfutásokat: újrapróbálások, jóváhagyások és időzítők túlélik az összeomlást. Költség, adatvédelem, mikor ne.","Temporal teszt: egy robot könyvjelzőt tart egy nyitott könyvben, állóóra mellett.",{"slug":1216,"published":1217,"minutes":7,"category":8,"tags":1218,"tagPages":1222,"keywords":1223,"about":1232,"sources":1244,"cover":1335,"og":1336,"expertise":77,"locales":1337,"lang":81,"title":1338,"description":1339,"coverAlt":1340},"e2b","2026-10-02",[1219,192,1220,1112,1221],"Code sandbox","Firecracker","EU data residency",[198,1114],[1224,1225,1226,1227,1228,1229,1230,1231],"e2b sandbox","e2b árak","e2b vs modal összehasonlítás","e2b saját szerveren","e2b code interpreter","ai ügynök kódfuttató sandbox","e2b eu régió","firecracker microvm ai ügynökökhöz",[1233,1236,1238,1241],{"name":1234,"url":1235},"E2B","https:\u002F\u002Fe2b.dev",{"name":1220,"url":1237},"https:\u002F\u002Ffirecracker-microvm.github.io\u002F",{"name":1239,"url":1240},"Kernel-based Virtual Machine","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FKernel-based_Virtual_Machine",{"name":1242,"url":1243},"General Data Protection Regulation","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGeneral_Data_Protection_Regulation",[1245,1248,1251,1254,1257,1260,1263,1266,1269,1272,1275,1278,1281,1284,1287,1290,1293,1296,1299,1302,1305,1308,1311,1314,1317,1320,1323,1326,1329,1332],{"title":1246,"url":1247},"E2B documentation: isolated sandboxes for agents","https:\u002F\u002Fe2b.dev\u002Fdocs",{"title":1249,"url":1250},"E2B billing and limits: plans, rates and API rate limits","https:\u002F\u002Fdocs.e2b.dev\u002Fbilling",{"title":1252,"url":1253},"E2B: how long a sandbox lives, timeouts and auto-pause","https:\u002F\u002Fdocs.e2b.dev\u002Ffaq\u002Fsandbox-lifetime",{"title":1255,"url":1256},"E2B: sandbox persistence, pause and resume","https:\u002F\u002Fdocs.e2b.dev\u002Fsandbox\u002Fpersistence",{"title":1258,"url":1259},"E2B: how template builds work, snapshots and kernel versions","https:\u002F\u002Fdocs.e2b.dev\u002Ftemplate\u002Fhow-it-works",{"title":1261,"url":1262},"E2B: template quickstart, build limits and templates versus snapshots","https:\u002F\u002Fdocs.e2b.dev\u002Ftemplate\u002Fquickstart",{"title":1264,"url":1265},"E2B: running your first sandbox","https:\u002F\u002Fdocs.e2b.dev\u002Fquickstart",{"title":1267,"url":1268},"E2B: run Python code in the code interpreter","https:\u002F\u002Fdocs.e2b.dev\u002Fcode-interpreting\u002Fsupported-languages\u002Fpython",{"title":1270,"url":1271},"E2B: internet access controls","https:\u002F\u002Fdocs.e2b.dev\u002Fnetwork\u002Finternet-access",{"title":1273,"url":1274},"E2B: secrets injected by the egress proxy","https:\u002F\u002Fdocs.e2b.dev\u002Fsecrets",{"title":1276,"url":1277},"E2B: is it SOC 2 compliant? Trust Center, DPA and sub-processors","https:\u002F\u002Fdocs.e2b.dev\u002Ffaq\u002Fsecurity-and-compliance",{"title":1279,"url":1280},"E2B: can I run sandboxes in the EU?","https:\u002F\u002Fdocs.e2b.dev\u002Ffaq\u002Feu-region",{"title":1282,"url":1283},"E2B: egress IP ranges and regions","https:\u002F\u002Fdocs.e2b.dev\u002Ffaq\u002Fegress-ip-ranges",{"title":1285,"url":1286},"E2B: does it support GPUs?","https:\u002F\u002Fdocs.e2b.dev\u002Ffaq\u002Fgpu-support",{"title":1288,"url":1289},"E2B: how to calculate the price of a sandbox, with current rates","https:\u002F\u002Fdocs.e2b.dev\u002Ffaq\u002Fcalculate-sandbox-price",{"title":1291,"url":1292},"E2B: Volumes beta limitations: file locking, mounts and regions","https:\u002F\u002Fdocs.e2b.dev\u002Ffaq\u002Fvolumes-beta-limitations",{"title":1294,"url":1295},"E2B: bring your own cloud (BYOC)","https:\u002F\u002Fdocs.e2b.dev\u002Fbyoc",{"title":1297,"url":1298},"E2B changelog: E2B Embed, the access token change and weekly releases","https:\u002F\u002Fdocs.e2b.dev\u002Fchangelog",{"title":1300,"url":1301},"E2B Embed: self-hosting on one machine (README)","https:\u002F\u002Fgithub.com\u002Fe2b-dev\u002Fruntime\u002Ftree\u002Fmain\u002Fembed",{"title":1303,"url":1304},"E2B Embed: Docker Compose requirements and sizing","https:\u002F\u002Fgithub.com\u002Fe2b-dev\u002Fruntime\u002Fblob\u002Fmain\u002Fembed\u002Fcompose\u002FREADME.md",{"title":1306,"url":1307},"E2B SDK repository, Apache-2.0","https:\u002F\u002Fgithub.com\u002Fe2b-dev\u002FE2B",{"title":1309,"url":1310},"Firecracker: lightweight microVMs on KVM","https:\u002F\u002Fgithub.com\u002Ffirecracker-microvm\u002Ffirecracker",{"title":1312,"url":1313},"Modal pricing: per-second CPU, memory and GPU","https:\u002F\u002Fmodal.com\u002Fpricing",{"title":1315,"url":1316},"Modal sandboxes: lifetime, gVisor and VM runtimes","https:\u002F\u002Fmodal.com\u002Fdocs\u002Fguide\u002Fsandbox",{"title":1318,"url":1319},"Modal region selection: region codes","https:\u002F\u002Fmodal.com\u002Fdocs\u002Fguide\u002Fregion-selection",{"title":1321,"url":1322},"Daytona pricing: vCPU and GiB rates","https:\u002F\u002Fwww.daytona.io\u002Fpricing",{"title":1324,"url":1325},"Daytona documentation: sandbox isolation and start time","https:\u002F\u002Fwww.daytona.io\u002Fdocs\u002Fen\u002F",{"title":1327,"url":1328},"Daytona regions: shared United States and Europe","https:\u002F\u002Fwww.daytona.io\u002Fdocs\u002Fen\u002Fregions\u002F",{"title":1330,"url":1331},"Docker security: kernel namespaces, control groups and capabilities","https:\u002F\u002Fdocs.docker.com\u002Fengine\u002Fsecurity\u002F",{"title":1333,"url":1334},"Regulation (EU) 2016\u002F679 (GDPR), EUR-Lex","https:\u002F\u002Feur-lex.europa.eu\u002Feli\u002Freg\u002F2016\u002F679\u002Foj","\u002Fimages\u002Fblog\u002Fe2b\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fe2b\u002Fog.jpg",[79,80,81],"E2B bemutató: Firecracker-sandboxok ügynökkódhoz, másodpercre számlázva","Az E2B minden ügynökfutást saját Firecracker microVM-ben futtat, pauzával és másodpercalapú számlázással. Hol illik be, és hol ér véget az önhosztolás?","E2B bemutató: egy robot kockákból épít egy üvegkockában, kívül stopperóra lóg.",{"slug":1342,"published":1343,"minutes":88,"category":8,"tags":1344,"tagPages":1350,"keywords":1352,"about":1361,"sources":1369,"cover":1413,"og":1414,"expertise":77,"locales":1415,"lang":81,"title":1416,"description":1417,"coverAlt":1418},"ai-assisted-development-economics","2026-10-01",[1345,1346,1347,1348,1349],"AI coding agents","Developer productivity","Engineering economics","Team cost","GDPR",[1351],"gdpr",[1353,1354,1355,1356,1357,1358,1359,1360],"ai kódoló ügynökök költsége","fejlesztői produktivitás ai kutatás","metr ai fejlesztői lassulás","ai kódolás megtérési költségmodell","egy senior fejlesztő vs csapat","ai kódoló ügynök vs ügynökség","dora ai adoptációs jelentés","gdpr adatfeldolgozói szerződés ai kódolóeszközök",[1362,1363,1366],{"name":1242,"url":1243},{"name":1364,"url":1365},"Randomized controlled trial","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FRandomized_controlled_trial",{"name":1367,"url":1368},"Bus factor","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FBus_factor",[1370,1372,1375,1378,1381,1384,1386,1389,1392,1394,1397,1400,1402,1405,1407,1410],{"title":1371,"url":299},"METR: early-2025 AI and experienced open-source developers",{"title":1373,"url":1374},"Becker et al.: arXiv 2507.09089","https:\u002F\u002Farxiv.org\u002Fabs\u002F2507.09089",{"title":1376,"url":1377},"METR: developer productivity experiment design, February 2026","https:\u002F\u002Fmetr.org\u002Fblog\u002F2026-02-24-uplift-update\u002F",{"title":1379,"url":1380},"Peng et al.: GitHub Copilot controlled experiment, arXiv 2302.06590","https:\u002F\u002Farxiv.org\u002Fhtml\u002F2302.06590v1",{"title":1382,"url":1383},"Cui et al.: three field experiments with software developers","https:\u002F\u002Fwww.microsoft.com\u002Fen-us\u002Fresearch\u002F?p=1148213",{"title":382,"url":1385},"https:\u002F\u002Fresearch.google\u002Fpubs\u002Fdora-2025-state-of-ai-assisted-software-development-report\u002F",{"title":1387,"url":1388},"Google Cloud: highlights from the 2024 DORA report","https:\u002F\u002Fcloud.google.com\u002Fblog\u002Fproducts\u002Fdevops-sre\u002Fannouncing-the-2024-dora-report",{"title":1390,"url":1391},"Stack Overflow: Developer Survey 2025, AI","https:\u002F\u002Fsurvey.stackoverflow.co\u002F2025\u002Fai",{"title":1393,"url":290},"Ziftci et al.: Migrating Code At Scale With LLMs At Google",{"title":1395,"url":1396},"Alshahwan et al.: Automated Unit Test Improvement using Large Language Models at Meta","https:\u002F\u002Farxiv.org\u002Fabs\u002F2402.09171",{"title":1398,"url":1399},"GitClear: AI Copilot Code Quality: 2025 Look Back at 12 Months of Data","https:\u002F\u002Fwww.gitclear.com\u002Fai_assistant_code_quality_2025_research",{"title":805,"url":1401},"https:\u002F\u002Feur-lex.europa.eu\u002Feli\u002Freg\u002F2016\u002F679\u002Foj\u002Feng",{"title":1403,"url":1404},"Anthropic: Commercial Terms of Service","https:\u002F\u002Fwww.anthropic.com\u002Flegal\u002Fcommercial-terms",{"title":1406,"url":785},"Claude: pricing",{"title":1408,"url":1409},"Claude Platform: data residency","https:\u002F\u002Fplatform.claude.com\u002Fdocs\u002Fen\u002Fbuild-with-claude\u002Fdata-residency",{"title":1411,"url":1412},"GitHub Copilot: plans and pricing","https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot\u002Fplans","\u002Fimages\u002Fblog\u002Fai-assisted-development-economics\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fai-assisted-development-economics\u002Fog.jpg",[79,80,81],"Egy senior MI-ügynökökkel vagy egy csapattal: mit mondanak a bizonyítékok","A METR, DORA, Microsoft és GitHub kutatásai az MI-kódolóeszközökről, azok korlátai, és egy break-even modell: senior, csapat vagy ügynökség?","MI-ügynökös fejlesztés gazdaságtana: mérlegen egy ember két robottal áll szemben egy négyfős csoporttal.",{"slug":1420,"published":1421,"updated":1343,"minutes":88,"category":8,"tags":1422,"tagPages":1427,"keywords":1428,"about":1437,"sources":1450,"cover":1490,"og":1491,"expertise":77,"locales":1492,"lang":81,"title":1493,"description":1494,"coverAlt":1495},"spec-driven-development-coding-agents","2026-09-30",[1423,13,1424,1425,1426],"Spec-driven development","Acceptance criteria","Plan mode","AI engineering",[17],[1429,1430,1431,1432,1433,1434,1435,1436],"spec-driven fejlesztés","spec driven fejlesztés kódoló ügynökök","elfogadási kritériumok kódoló ügynökökhöz","ai kódoló ügynök tervezési mód","github spec kit","kiro specs requirements design tasks","vibe coding vs spec-driven fejlesztés","ears követelményszintaxis",[1438,1441,1444,1447],{"name":1439,"url":1440},"Vibe coding","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FVibe_coding",{"name":1442,"url":1443},"GitHub Spec Kit","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fspec-kit",{"name":1445,"url":1446},"EARS (Easy Approach to Requirements Syntax)","https:\u002F\u002Falistairmavin.com\u002Fears\u002F",{"name":1448,"url":1449},"Kiro","https:\u002F\u002Fkiro.dev",[1451,1454,1456,1459,1462,1465,1467,1470,1473,1476,1478,1480,1483,1485,1487],{"title":1452,"url":1453},"Birgitta Böckeler: Understanding Spec-Driven-Development: Kiro, spec-kit, and Tessl (martinfowler.com, 15 October 2025)","https:\u002F\u002Fmartinfowler.com\u002Farticles\u002Fexploring-gen-ai\u002Fsdd-3-tools.html",{"title":1455,"url":1443},"GitHub Spec Kit: README",{"title":1457,"url":1458},"GitHub Spec Kit: spec-driven.md methodology","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fspec-kit\u002Fblob\u002Fmain\u002Fspec-driven.md",{"title":1460,"url":1461},"Kiro documentation: specs","https:\u002F\u002Fkiro.dev\u002Fdocs\u002Fspecs\u002F",{"title":1463,"url":1464},"Kiro: Introducing Kiro","https:\u002F\u002Fkiro.dev\u002Fblog\u002Fintroducing-kiro\u002F",{"title":1466,"url":1446},"Alistair Mavin: EARS, the Easy Approach to Requirements Syntax",{"title":1468,"url":1469},"Anthropic: Best practices for Claude Code","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fbest-practices",{"title":1471,"url":1472},"Cline documentation: Plan and Act","https:\u002F\u002Fdocs.cline.bot\u002Ffeatures\u002Fplan-and-act",{"title":1474,"url":1475},"OpenAI: Codex slash command reference","https:\u002F\u002Flearn.chatgpt.com\u002Fdocs\u002Freference\u002Fslash-commands",{"title":1477,"url":299},"METR: early-2025 AI and experienced open-source developer productivity (July 2025)",{"title":1479,"url":1377},"METR: We are changing our developer productivity experiment design (February 2026)",{"title":1481,"url":1482},"Thoughtworks Technology Radar: Spec-driven development","https:\u002F\u002Fwww.thoughtworks.com\u002Fradar\u002Ftechniques\u002Fspec-driven-development",{"title":1484,"url":1440},"Wikipedia: Vibe coding",{"title":1486,"url":71},"Anthropic: Claude API pricing",{"title":1488,"url":1489},"Anthropic: Prompt caching","https:\u002F\u002Fplatform.claude.com\u002Fdocs\u002Fen\u002Fbuild-with-claude\u002Fprompt-caching","\u002Fimages\u002Fblog\u002Fspec-driven-development-coding-agents\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fspec-driven-development-coding-agents\u002Fog.jpg",[79,80,81],"Spec-driven fejlesztés kódoló ügynököknek: a terv a kód előtt","A vibe coding valós kódbázisokon elbukik: írj specifikációt elfogadási kritériumokkal, tervet és feladatokat, és nézd át, mielőtt az ügynök kódot ír.","Spec-driven fejlesztés: egy ember és egy robot kezet fog egy tervrajz fölött, mellettük építőkockák.",{"slug":1497,"published":1421,"updated":1217,"minutes":1498,"category":8,"tags":1499,"tagPages":1503,"keywords":1504,"about":1515,"sources":1523,"cover":1560,"og":1561,"expertise":77,"locales":1562,"lang":81,"title":1563,"description":1564,"coverAlt":1565},"openai-dots-always-on-agents-impact",14,[1500,192,1501,1502],"OpenAI dots","GPT-6 Astra","AI governance",[198],[1505,1506,1507,1508,1509,1510,1511,1512,1513,1514],"openai dots","mik azok az openai dots","openai dots hatása","mindig aktív ai ügynökök","gpt-6 astra ügynökök","dots auto-review és egyedi szabályok","szakosodott dots vállalati","openai dots eu elérhetőség","openai devday 2026","ai ügynökök a munkahelyen",[1516,1519,1522],{"name":1517,"url":1518},"OpenAI","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FOpenAI",{"name":1520,"url":1521},"ChatGPT","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FChatGPT",{"name":213,"url":214},[1524,1527,1530,1533,1536,1539,1542,1545,1548,1551,1554,1557],{"title":1525,"url":1526},"OpenAI: Introducing dots (29 September 2026)","https:\u002F\u002Fopenai.com\u002Findex\u002Fintroducing-dots\u002F",{"title":1528,"url":1529},"OpenAI: How we build safety, security and privacy into dots","https:\u002F\u002Fopenai.com\u002Findex\u002Fhow-we-build-safety-security-and-privacy-into-dots\u002F",{"title":1531,"url":1532},"OpenAI Help Center: Dots privacy, security, and safety FAQs","https:\u002F\u002Fhelp.openai.com\u002Fen\u002Farticles\u002F20001529-dots-privacy-security-and-safety-faqs",{"title":1534,"url":1535},"TechCrunch: OpenAI launches Dots, its bubbly agentic avatar","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F09\u002F29\u002Fopenai-launches-dots-its-bubbly-agentic-avatar\u002F",{"title":1537,"url":1538},"Unite.AI: OpenAI rolls out dots agents powered by GPT-6 Astra in ChatGPT","https:\u002F\u002Fwww.unite.ai\u002Fopenai-rolls-out-dots-agents-powered-by-gpt-6-astra-in-chatgpt\u002F",{"title":1540,"url":1541},"MediaNama: OpenAI launches dots that keep working without user prompts","https:\u002F\u002Fwww.medianama.com\u002F2026\u002F10\u002F223-openai-launches-dots-devday-2026\u002F",{"title":1543,"url":1544},"PYMNTS: OpenAI launches dots to capture AI agent market","https:\u002F\u002Fwww.pymnts.com\u002Fnews\u002Fartificial-intelligence\u002F2026\u002Fopenai-launches-dots-to-capture-ai-agent-market\u002F",{"title":1546,"url":1547},"Yahoo Finance: OpenAI debuts Dots AI agents in challenge to Meta's Muse","https:\u002F\u002Ffinance.yahoo.com\u002Ftechnology\u002Farticle\u002Fopenai-debuts-dots-ai-agents-in-challenge-to-metas-popular-muse-agent-174616593.html",{"title":1549,"url":1550},"CNBC: OpenAI abandons plan to release upcoming model as safety concerns escalate","https:\u002F\u002Fwww.cnbc.com\u002F2026\u002F09\u002F28\u002Fopenai-abandons-plan-to-release-upcoming-model-as-safety-concerns-escalate.html",{"title":1552,"url":1553},"The Hacker News: OpenAI shelves GPT-6.1 Astra after tests find deception and unauthorized actions","https:\u002F\u002Fthehackernews.com\u002F2026\u002F09\u002Fopenai-shelves-gpt-61-astra-after-tests.html",{"title":1555,"url":1556},"Al Jazeera: OpenAI launches dots, personal AI assistant built to handle everything","https:\u002F\u002Fwww.aljazeera.com\u002Feconomy\u002F2026\u002F9\u002F30\u002Fopenai-launches-dots-personal-ai-assistant-built-to-handle-everything",{"title":1558,"url":1559},"RedactSure: Do OpenAI dots Custom Rules control what the agent sees?","https:\u002F\u002Fredactsure.com\u002Fresearch\u002Fdo-openai-dots-custom-rules-control-what-the-agent-sees","\u002Fimages\u002Fblog\u002Fopenai-dots-always-on-agents-impact\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fopenai-dots-always-on-agents-impact\u002Fog.jpg",[79,80,81],"OpenAI dots: mit változtatnak meg a mindig aktív ügynökök, és mit nem","Az OpenAI dots saját géppel dolgozó, mindig aktív GPT-6 Astra ügynökök. Mi indult el, hol érnek véget a védelmek, és mi változik a munkában és Európában?","OpenAI dots: világítótorony világít egyenletesen a nyugodt tenger fölött, az égen nap és hold.",{"slug":1567,"published":1568,"updated":1569,"minutes":992,"category":8,"tags":1570,"tagPages":1574,"keywords":1575,"about":1583,"sources":1586,"cover":1622,"og":1623,"expertise":77,"locales":1624,"lang":81,"title":1625,"description":1626,"coverAlt":1627},"mcp-reference-servers","2026-09-25","2026-10-05",[195,1571,1572,1573],"Reference servers","Tool protocol","Server SDKs",[199],[1576,1577,1578,1579,1580,1581,1582],"mcp referenciaszerverek","modelcontextprotocol servers github","mcp szerver írása","mcp szerver példák","mcp server sdk","mcp szerver biztonság","mcp szerver elemzés",[1584],{"name":216,"url":1585},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FModel_Context_Protocol",[1587,1590,1593,1596,1599,1602,1605,1608,1611,1613,1616,1619],{"title":1588,"url":1589},"MCP reference servers repository","https:\u002F\u002Fgithub.com\u002Fmodelcontextprotocol\u002Fservers",{"title":1591,"url":1592},"Repository README and server list","https:\u002F\u002Fgithub.com\u002Fmodelcontextprotocol\u002Fservers\u002Fblob\u002Fmain\u002FREADME.md",{"title":1594,"url":1595},"Security policy","https:\u002F\u002Fgithub.com\u002Fmodelcontextprotocol\u002Fservers\u002Fblob\u002Fmain\u002FSECURITY.md",{"title":1597,"url":1598},"Release process and trusted publishing","https:\u002F\u002Fgithub.com\u002Fmodelcontextprotocol\u002Fservers\u002Fblob\u002Fmain\u002FRELEASING.md",{"title":1600,"url":1601},"Filesystem server README","https:\u002F\u002Fgithub.com\u002Fmodelcontextprotocol\u002Fservers\u002Fblob\u002Fmain\u002Fsrc\u002Ffilesystem\u002FREADME.md",{"title":1603,"url":1604},"Everything server feature list","https:\u002F\u002Fgithub.com\u002Fmodelcontextprotocol\u002Fservers\u002Fblob\u002Fmain\u002Fsrc\u002Feverything\u002Fdocs\u002Ffeatures.md",{"title":1606,"url":1607},"MCP Registry","https:\u002F\u002Fregistry.modelcontextprotocol.io\u002F",{"title":1609,"url":1610},"Archived reference servers","https:\u002F\u002Fgithub.com\u002Fmodelcontextprotocol\u002Fservers-archived",{"title":1612,"url":217},"Model Context Protocol documentation",{"title":1614,"url":1615},"TypeScript MCP SDK","https:\u002F\u002Fgithub.com\u002Fmodelcontextprotocol\u002Ftypescript-sdk",{"title":1617,"url":1618},"Python MCP SDK","https:\u002F\u002Fgithub.com\u002Fmodelcontextprotocol\u002Fpython-sdk",{"title":1620,"url":1621},"FastMCP on PyPI","https:\u002F\u002Fpypi.org\u002Fproject\u002Ffastmcp\u002F","\u002Fimages\u002Fblog\u002Fmcp-reference-servers\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fmcp-reference-servers\u002Fog.jpg",[79,80,81],"MCP-referenciaszerverek: mit mutatnak be és mit hagynak ki","A modelcontextprotocol\u002Fservers repó elemzése: hét referenciaszerver, mit tanít mindegyik, a mögöttes SDK-k, és miért nem való egyik sem éles rendszerbe.","MCP-referenciaszerverek: kartonházmakett egy valódi ajtó, tervrajzok és vonalzó mellett.",{"slug":1629,"published":1630,"updated":1343,"minutes":393,"category":8,"tags":1631,"tagPages":1634,"keywords":1635,"about":1644,"sources":1650,"cover":1667,"og":1668,"expertise":77,"locales":1669,"lang":81,"title":1670,"description":1671,"coverAlt":1672},"aider","2026-09-23",[13,715,1632,1633,716],"Git workflow","BYO key",[17,719],[1629,1636,1637,1638,1639,1640,1641,1642,1643],"aider teszt","aider vagy claude code","aider polyglot benchmark","ai párprogramozás terminálban","aider ranglista","nyílt forráskódú kódoló ügynök","aider architect mode","aider telepítés",[1645,1647],{"name":1646,"url":800},"Aider",{"name":1648,"url":1649},"Aider on GitHub","https:\u002F\u002Fgithub.com\u002FAider-AI\u002Faider",[1651,1653,1656,1659,1662,1664],{"title":1652,"url":800},"Aider website",{"title":1654,"url":1655},"Aider LLM leaderboards","https:\u002F\u002Faider.chat\u002Fdocs\u002Fleaderboards\u002F",{"title":1657,"url":1658},"Aider linting and testing","https:\u002F\u002Faider.chat\u002Fdocs\u002Fusage\u002Flint-test.html",{"title":1660,"url":1661},"Aider token limits","https:\u002F\u002Faider.chat\u002Fdocs\u002Ftroubleshooting\u002Ftoken-limits.html",{"title":1663,"url":1649},"Aider repository on GitHub",{"title":1665,"url":1666},"aider-chat on PyPI","https:\u002F\u002Fpypi.org\u002Fproject\u002Faider-chat\u002F","\u002Fimages\u002Fblog\u002Faider\u002Fcover.webp","\u002Fimages\u002Fblog\u002Faider\u002Fog.jpg",[79,80,81],"Aider teszt: git-first párprogramozás a terminálon","Az Aider 0.86.2 tesztje: az Apache-2.0 licencű terminálos párprogramozó benchmarkja őszintén rangsorolja a modelleket, de a kiadási üteme megállt.","Aider teszt: egy emberi és egy robotkéz gépel egy billentyűzeten egy git-ág íve alatt.",{"slug":1674,"published":1675,"updated":1217,"minutes":393,"category":8,"tags":1676,"tagPages":1681,"keywords":1685,"about":1694,"sources":1704,"cover":1732,"og":1733,"expertise":77,"locales":1734,"lang":81,"title":1735,"description":1736,"coverAlt":1737},"openai-agents-sdk","2026-09-11",[1677,1678,1679,195,1680],"Agent runtime","Tracing","Guardrails","Python",[1682,1683,199,1684],"tracing","guardrails","python",[1686,1687,1688,1689,1690,1691,1692,1693],"openai agents sdk","openai agents sdk vagy langgraph","python ügynök keretrendszer összehasonlítás","openai agents sdk guardrail-ek","ügynökfuttatás nyomkövetés eszközhívások","openai agents sdk emberi beavatkozás","openai-agents pypi","agents sdk vagy responses api",[1695,1698,1701],{"name":1696,"url":1697},"Model context protocol","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FModel_context_protocol",{"name":1699,"url":1700},"Software framework","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FSoftware_framework",{"name":1702,"url":1703},"Agentic AI","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FAgentic_AI",[1705,1707,1710,1713,1716,1718,1721,1723,1726,1729],{"title":1706,"url":961},"OpenAI Agents SDK documentation: Intro, and Agents SDK or Responses API",{"title":1708,"url":1709},"OpenAI Agents SDK documentation: Running agents","https:\u002F\u002Fopenai.github.io\u002Fopenai-agents-python\u002Frunning_agents\u002F",{"title":1711,"url":1712},"OpenAI Agents SDK documentation: Guardrails","https:\u002F\u002Fopenai.github.io\u002Fopenai-agents-python\u002Fguardrails\u002F",{"title":1714,"url":1715},"OpenAI Agents SDK documentation: Human-in-the-loop","https:\u002F\u002Fopenai.github.io\u002Fopenai-agents-python\u002Fhuman_in_the_loop\u002F",{"title":1717,"url":964},"OpenAI Agents SDK documentation: Tracing",{"title":1719,"url":1720},"OpenAI Agents SDK documentation: Configuration","https:\u002F\u002Fopenai.github.io\u002Fopenai-agents-python\u002Fconfig\u002F",{"title":1722,"url":970},"openai-agents 0.23.1 on PyPI, release history and licence",{"title":1724,"url":1725},"OpenAI: The next evolution of the Agents SDK (15 April 2026)","https:\u002F\u002Fopenai.com\u002Findex\u002Fthe-next-evolution-of-the-agents-sdk\u002F",{"title":1727,"url":1728},"OpenAI API documentation: Agents, comparison of the three runtimes","https:\u002F\u002Fdevelopers.openai.com\u002Fapi\u002Fdocs\u002Fguides\u002Fagents",{"title":1730,"url":1731},"Arize: AI agent frameworks compared (1 October 2026)","https:\u002F\u002Farize.com\u002Fai-agents\u002Fagent-frameworks\u002F","\u002Fimages\u002Fblog\u002Fopenai-agents-sdk\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fopenai-agents-sdk\u002Fog.jpg",[79,80,81],"OpenAI Agents SDK: könnyű agent-runtime éles szélekkel","Az OpenAI Agents SDK értékelése: runner-ciklus, tracing, guardrailek, jóváhagyások, plusz mibe kerül a gyors kiadási tempó és a csak Responses-funkciók.","OpenAI Agents SDK: kis nyitott szerszámkészlet néhány eszközzel, köztük egy éles sniccer.",{"slug":1739,"published":1740,"updated":1217,"minutes":1741,"category":8,"tags":1742,"tagPages":1745,"keywords":1746,"about":1757,"sources":1763,"cover":1807,"og":1808,"expertise":77,"locales":1809,"lang":81,"title":1810,"description":1811,"coverAlt":1812},"ai-agent-memory-design","2026-09-10",13,[1743,397,1744,1349],"AI agent memory","Memory poisoning",[401,1351],[1747,1748,1749,1750,1751,1752,1753,1754,1755,1756],"ai ügynök memória tervezés","hosszú távú memória ai ügynökökhöz","epizodikus szemantikus procedurális memória llm","ügynök memória architektúra","chatgpt memória vs claude memória","claude memory tool","ai memória mérgezés","llm kontextus tömörítés","ai ügynök memória gdpr","rövid távú vs hosszú távú memória ügynökök",[1758,1759,1760],{"name":213,"url":214},{"name":1242,"url":1243},{"name":1761,"url":1762},"Prompt injection","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPrompt_injection",[1764,1766,1768,1770,1773,1776,1779,1782,1785,1788,1791,1794,1797,1798,1801,1804],{"title":1765,"url":448},"Anthropic docs: Memory tool",{"title":1767,"url":445},"Anthropic docs: Context editing",{"title":1769,"url":434},"Anthropic Engineering: Effective context engineering for AI agents",{"title":1771,"url":1772},"Sumers et al.: Cognitive Architectures for Language Agents (CoALA)","https:\u002F\u002Farxiv.org\u002Fabs\u002F2309.02427",{"title":1774,"url":1775},"Packer et al.: MemGPT, Towards LLMs as Operating Systems","https:\u002F\u002Farxiv.org\u002Fabs\u002F2310.08560",{"title":1777,"url":1778},"Park et al.: Generative Agents, Interactive Simulacra of Human Behavior","https:\u002F\u002Farxiv.org\u002Fabs\u002F2304.03442",{"title":1780,"url":1781},"Unit 42: When AI Remembers Too Much, persistent behaviors in agents memory","https:\u002F\u002Funit42.paloaltonetworks.com\u002Findirect-prompt-injection-poisons-ai-longterm-memory\u002F",{"title":1783,"url":1784},"From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents (preprint)","https:\u002F\u002Farxiv.org\u002Fhtml\u002F2606.04329v1",{"title":1786,"url":1787},"The Hacker News: ChatGPT macOS flaw could have enabled long-term spyware via memory function","https:\u002F\u002Fthehackernews.com\u002F2024\u002F09\u002Fchatgpt-macos-flaw-couldve-enabled-long.html",{"title":1789,"url":1790},"Vectorize: OWASP ASI06, Memory and Context Poisoning explained","https:\u002F\u002Fvectorize.io\u002Farticles\u002Fowasp-asi06",{"title":1792,"url":1793},"Claude Help Center: Use chat search and memory to build on previous context","https:\u002F\u002Fsupport.claude.com\u002Fen\u002Farticles\u002F11817273-use-claude-s-chat-search-and-memory-to-build-on-previous-context",{"title":1795,"url":1796},"OpenAI Help Center: Memory in ChatGPT","https:\u002F\u002Fhelp.openai.com\u002Fen\u002Farticles\u002F8590148-memory-faq",{"title":1531,"url":1532},{"title":1799,"url":1800},"Flavio Copes: A deep dive into OpenAI dots (quotes the dots documentation on memory)","https:\u002F\u002Fflaviocopes.com\u002Fopenai-dots\u002F",{"title":1802,"url":1803},"GDPR Article 5: Principles relating to processing of personal data","https:\u002F\u002Fgdpr-info.eu\u002Fart-5-gdpr\u002F",{"title":1805,"url":1806},"GDPR Article 17: Right to erasure","https:\u002F\u002Fgdpr-info.eu\u002Fart-17-gdpr\u002F","\u002Fimages\u002Fblog\u002Fai-agent-memory-design\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fai-agent-memory-design\u002Fog.jpg",[79,80,81],"AI-ügynökök memóriájának tervezése: szintek, írási szabályok, poisoning és GDPR","Hogyan tervezz memóriát AI-ügynököknek: kontextus, session és hosszú távú szint, mit tárolj és mit soha, retrieval, compaction, poisoning, GDPR-törlés.","MI-ügynökök memóriatervezése: egy robot kartotékkártyát tesz egy háromfiókos szekrény nyitott fiókjába.",{"slug":1814,"published":1815,"updated":1816,"minutes":992,"category":8,"tags":1817,"tagPages":1822,"keywords":1823,"about":1831,"sources":1839,"cover":1860,"og":1861,"expertise":77,"locales":1862,"lang":81,"title":1863,"description":1864,"coverAlt":1865},"openhands","2026-09-09","2026-10-06",[13,1818,1819,1820,1821],"Sandboxed execution","Automations","Self-hosted","MIT licence",[17],[1814,1824,1825,1826,1827,1828,1829,1830],"openhands saját szerveren","openhands kódoló ügynök","openhands vagy claude code","ügynök canvas","openhands docker sandbox","nyílt forráskódú coding agent","openhands felhő árak",[1832,1835,1838],{"name":1833,"url":1834},"OpenHands","https:\u002F\u002Fwww.openhands.dev",{"name":1836,"url":1837},"OpenHands on GitHub","https:\u002F\u002Fgithub.com\u002FOpenHands\u002FOpenHands",{"name":213,"url":214},[1840,1842,1845,1848,1851,1854,1857],{"title":1841,"url":1837},"OpenHands README",{"title":1843,"url":1844},"OpenHands licence (MIT)","https:\u002F\u002Fgithub.com\u002FOpenHands\u002FOpenHands\u002Fblob\u002Fmain\u002FLICENSE",{"title":1846,"url":1847},"Agent Canvas 1.25.0 release notes","https:\u002F\u002Fdocs.openhands.dev\u002Fopenhands\u002Fusage\u002Fagent-canvas\u002Frelease-notes\u002Fv1.25.0.md",{"title":1849,"url":1850},"OpenHands sandbox overview","https:\u002F\u002Fdocs.openhands.dev\u002Fopenhands\u002Fusage\u002Fsandboxes\u002Foverview.md",{"title":1852,"url":1853},"OpenHands quick start","https:\u002F\u002Fdocs.openhands.dev\u002Fopenhands\u002Fusage\u002Finstallation",{"title":1855,"url":1856},"OpenHands pricing","https:\u002F\u002Fwww.openhands.dev\u002Fpricing",{"title":1858,"url":1859},"Introducing the OpenHands Index","https:\u002F\u002Fwww.openhands.dev\u002Fblog\u002Fintroducing-the-openhands-index","\u002Fimages\u002Fblog\u002Fopenhands\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fopenhands\u002Fog.jpg",[79,80,81],"OpenHands: a nyílt forráskódú coding agent, amit üzemeltetsz","Az OpenHands 1.25.0, MIT-licencű kódoló platform: webes canvas, CLI, sandboxolt futtatás, ütemezett automatizálások. Hol erős, és hol nehézkes?","OpenHands: két nyitott kéz tart fel egy kis robotot, körülötte fogaskerekek.",{"slug":1867,"published":1868,"minutes":639,"category":8,"tags":1869,"tagPages":1874,"keywords":1875,"about":1885,"sources":1894,"cover":1917,"og":1918,"expertise":77,"locales":1919,"lang":81,"title":1920,"description":1921,"coverAlt":1922},"harness-engineering-coding-agents","2026-09-04",[1870,13,1871,1872,1873],"Harness engineering","Code quality","Mutation testing","TDD",[17],[1876,1877,1878,1879,1880,1881,1882,1883,1884],"harness engineering","harness engineering kódoló ügynökök","ai kódminőség","kódoló ügynök guardrails","mutációs tesztelés ai generált tesztek","piros-zöld tdd ai ügynökökkel","guide-ek és szenzorok kódoló ügynökök","hogyan legyenek ai ügynök pull requestek mergelhetők","megbízhatók az ai által írt tesztek",[1886,1888,1891],{"name":1872,"url":1887},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FMutation_testing",{"name":1889,"url":1890},"Test-driven development","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FTest-driven_development",{"name":1892,"url":1893},"Static program analysis","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FStatic_program_analysis",[1895,1898,1901,1904,1907,1908,1911,1914],{"title":1896,"url":1897},"Birgitta Böckeler: Harness engineering for coding agent users (Apr 2026)","https:\u002F\u002Fmartinfowler.com\u002Farticles\u002Fharness-engineering.html",{"title":1899,"url":1900},"Birgitta Böckeler: Maintainability sensors for coding agents (May 2026)","https:\u002F\u002Fmartinfowler.com\u002Farticles\u002Fsensors-for-coding-agents.html",{"title":1902,"url":1903},"Simon Willison: Agentic Engineering Patterns","https:\u002F\u002Fsimonwillison.net\u002Fguides\u002Fagentic-engineering-patterns\u002F",{"title":1905,"url":1906},"Simon Willison: First run the tests","https:\u002F\u002Fsimonwillison.net\u002Fguides\u002Fagentic-engineering-patterns\u002Ffirst-run-the-tests\u002F",{"title":436,"url":293},{"title":1909,"url":1910},"Claude Code docs: How Claude remembers your project","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fmemory",{"title":1912,"url":1913},"Stryker Mutator documentation","https:\u002F\u002Fstryker-mutator.io\u002Fdocs\u002F",{"title":1915,"url":1916},"Infection: command line options","https:\u002F\u002Finfection.github.io\u002Fguide\u002Fcommand-line-options.html","\u002Fimages\u002Fblog\u002Fharness-engineering-coding-agents\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fharness-engineering-coding-agents\u002Fog.jpg",[79,80,81],"Harness engineering: guide-ek és szenzorok a mergeelhető agentikus PR-ekhez","Harness engineering kódoló ügynökökhöz: guide-ok, szenzorok, hol fusson melyik ellenőrzés, piros\u002Fzöld TDD és mutációs teszt az ügynök tesztjeire.","Harness engineering: robot vezetősínekkel és érzékelőoszlopokkal szegélyezett ösvényen halad a nyitott kapu felé.",{"slug":1924,"published":1925,"minutes":393,"category":8,"tags":1926,"tagPages":1930,"keywords":1931,"about":1938,"sources":1942,"cover":1961,"og":1962,"expertise":77,"locales":1963,"lang":81,"title":1964,"description":1965,"coverAlt":1966},"cursor","2026-09-02",[1927,13,1928,1929,195],"AI code editor","CLI","Usage-based pricing",[17,199],[1924,1932,1933,1934,1935,1936,1937],"cursor vs github copilot összehasonlítás","cursor árak","cursor cli","ai kódszerkesztő","cursor használati limitek","cursor pro plus ár",[1939],{"name":1940,"url":1941},"Cursor","https:\u002F\u002Fcursor.com",[1943,1946,1949,1952,1954,1955,1958],{"title":1944,"url":1945},"Cursor pricing","https:\u002F\u002Fcursor.com\u002Fpricing",{"title":1947,"url":1948},"Cursor models and pricing docs","https:\u002F\u002Fcursor.com\u002Fdocs\u002Fmodels-and-pricing",{"title":1950,"url":1951},"Cursor CLI documentation","https:\u002F\u002Fcursor.com\u002Fdocs\u002Fcli\u002Foverview",{"title":1953,"url":1412},"GitHub Copilot plans",{"title":1074,"url":785},{"title":1956,"url":1957},"Claude Code cost documentation","https:\u002F\u002Fdocs.claude.com\u002Fen\u002Fdocs\u002Fclaude-code\u002Fcosts",{"title":1959,"url":1960},"Cline pricing","https:\u002F\u002Fcline.bot\u002Fpricing","\u002Fimages\u002Fblog\u002Fcursor\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fcursor\u002Fog.jpg",[79,80,81],"A Cursor értékelése: AI kódszerkesztő, amely a listaáron felül számláz","Cursor: szerkesztő, terminálos ügynök és felhős futások egy előfizetésben. Mibe kerül a két pool, és mikor jobb a Copilot, a Claude Code vagy a Cline?","Cursor értékelés: nagy egérmutató árcédulával és hosszabb blokkal áll egy szerkesztőablak mellett.",{"slug":16,"published":1968,"updated":1816,"minutes":393,"category":8,"tags":1969,"tagPages":1973,"keywords":1974,"about":1984,"sources":1992,"cover":2024,"og":2025,"expertise":77,"locales":2026,"lang":81,"title":2027,"description":2028,"coverAlt":2029},"2026-08-31",[994,1970,1971,195,1972],"Hooks","Subagents","Sandbox",[199],[1975,1976,1977,1978,1979,1980,1981,1982,1983],"claude code","claude code értékelés","claude code árak","claude code hooks","claude code vagy cursor","claude code bash sandbox","claude code alügynökök","claude code kontextablak","kódoló ügynökök összehasonlítása",[1985,1988,1989],{"name":1986,"url":1987},"Claude (language model)","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FClaude_(language_model)",{"name":216,"url":1585},{"name":1990,"url":1991},"Software carpentry","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FSoftware_carpentry",[1993,1996,1999,2002,2005,2008,2010,2013,2016,2019,2021],{"title":1994,"url":1995},"Claude Code documentation: overview","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Foverview",{"title":1997,"url":1998},"Claude Code documentation: how Claude Code works","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fhow-claude-code-works",{"title":2000,"url":2001},"Claude Code documentation: extend Claude Code","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Ffeatures-overview",{"title":2003,"url":2004},"Claude Code documentation: hooks reference","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fhooks",{"title":2006,"url":2007},"Claude Code documentation: configure permissions","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fpermissions",{"title":2009,"url":1086},"Claude Code documentation: sandboxing",{"title":2011,"url":2012},"Claude Code documentation: manage costs effectively","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcosts",{"title":2014,"url":2015},"Claude Code documentation: explore the context window","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fcontext-window",{"title":2017,"url":2018},"Claude Code changelog","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fchangelog",{"title":2020,"url":71},"Claude Platform pricing: model list prices and prompt caching",{"title":2022,"url":2023},"Anthropic pricing: Claude Free, Pro, Max, Team and Enterprise","https:\u002F\u002Fwww.anthropic.com\u002Fpricing","\u002Fimages\u002Fblog\u002Fclaude-code\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fclaude-code\u002Fog.jpg",[79,80,81],"Claude Code: a terminálos coding agent értékelése","Claude Code értékelés: a bővítési pontok, a valódi költség fejlesztőnként és a Bash sandbox pontos határa.","Claude Code értékelés: egy kis robot csavarkulccsal mászik ki egy terminálablakból.",{"slug":2031,"published":1968,"updated":2032,"minutes":88,"category":8,"tags":2033,"tagPages":2035,"keywords":2036,"about":2045,"sources":2050,"cover":2080,"og":2081,"expertise":77,"locales":2082,"lang":81,"title":2083,"description":2084,"coverAlt":2085},"openai-codex-cli","2026-09-29",[13,715,1972,324,2034],"Rust",[17],[2037,2038,2039,2040,2041,2042,2043,2044],"openai codex cli","codex cli config.toml","codex exec ci","codex sandbox mód","codex vagy claude code","codex cli teszt","codex cli árak","agents.md codex",[2046,2049],{"name":2047,"url":2048},"OpenAI Codex","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex",{"name":216,"url":1585},[2051,2054,2057,2060,2063,2066,2069,2072,2074,2077],{"title":2052,"url":2053},"Codex CLI documentation","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fcli",{"title":2055,"url":2056},"Codex: configuration","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fconfiguration",{"title":2058,"url":2059},"Codex: sample configuration","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fconfig-file\u002Fconfig-sample",{"title":2061,"url":2062},"Codex: permissions","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fpermission-modes",{"title":2064,"url":2065},"Codex: non-interactive mode","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fnon-interactive-mode",{"title":2067,"url":2068},"Codex: authentication","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fauth",{"title":2070,"url":2071},"Codex: Model Context Protocol","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fextend\u002Fmcp",{"title":2073,"url":374},"Codex: pricing",{"title":2075,"url":2076},"Codex: open-source components","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fopen-source",{"title":2078,"url":2079},"Codex changelog","https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fchangelog","\u002Fimages\u002Fblog\u002Fopenai-codex-cli\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fopenai-codex-cli\u002Fog.jpg",[79,80,81],"OpenAI Codex CLI: az ügynök, amely a jogosultságokat konfigurációs fájlnak tekinti","A Codex CLI, az OpenAI nyílt forráskódú terminálos ügynöke: sandbox, jóváhagyási szabályok, config.toml, és egy felügyelet nélküli CI-futás költsége.","OpenAI Codex CLI: egy robot egy terminálablak mellé tűzött kapcsolósort néz.",{"slug":2087,"published":2088,"updated":1630,"minutes":2089,"category":8,"tags":2090,"tagPages":2093,"keywords":2094,"about":2106,"sources":2112,"cover":2170,"og":2171,"expertise":77,"locales":2172,"lang":81,"title":2173,"description":2174,"coverAlt":2175},"token-saving-tools-coding-agents-top-20","2026-08-26",17,[11,2091,397,2092],"token usage","developer tools",[16,401],[2095,2096,2097,2098,2099,2100,2101,2102,2103,2104,2105,406],"claude code tokenhasználat csökkentése","tokenspóroló eszközök kódoló ügynökökhöz","rtk token killer","lean-ctx","context-mode mcp","serena mcp","repomix compress","mcp tool search","prompt caching","ccusage","kódoló ügynök költség",[2107,2108,2109],{"name":731,"url":732},{"name":1986,"url":1987},{"name":2110,"url":2111},"Prompt engineering","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPrompt_engineering",[2113,2116,2119,2122,2125,2128,2131,2134,2137,2140,2143,2146,2149,2152,2155,2158,2161,2163,2166,2168],{"title":2114,"url":2115},"rtk: a CLI proxy that filters shell output for coding agents (GitHub)","https:\u002F\u002Fgithub.com\u002Frtk-ai\u002Frtk",{"title":2117,"url":2118},"lean-ctx: context read modes and shell compression for coding agents (GitHub)","https:\u002F\u002Fgithub.com\u002Fyvgude\u002Flean-ctx",{"title":2120,"url":2121},"context-mode: sandboxed tool output with SQLite FTS5 search (GitHub)","https:\u002F\u002Fgithub.com\u002Fmksglu\u002Fcontext-mode",{"title":2123,"url":2124},"Serena: semantic code retrieval and editing over MCP (GitHub)","https:\u002F\u002Fgithub.com\u002Foraios\u002Fserena",{"title":2126,"url":2127},"token-savior: symbol index, memory and bash compaction over MCP (GitHub)","https:\u002F\u002Fgithub.com\u002FMibayy\u002Ftoken-savior",{"title":2129,"url":2130},"code-review-graph: a code graph for blast-radius reviews (GitHub)","https:\u002F\u002Fgithub.com\u002Ftirth8205\u002Fcode-review-graph",{"title":2132,"url":2133},"Aider documentation: repository map","https:\u002F\u002Faider.chat\u002Fdocs\u002Frepomap.html",{"title":2135,"url":2136},"Repomix: pack a repository into one AI-friendly file (GitHub)","https:\u002F\u002Fgithub.com\u002Fyamadashy\u002Frepomix",{"title":2138,"url":2139},"Context7: up-to-date library documentation for LLMs (GitHub)","https:\u002F\u002Fgithub.com\u002Fupstash\u002Fcontext7",{"title":2141,"url":2142},"claude-context: hybrid code search MCP (GitHub)","https:\u002F\u002Fgithub.com\u002Fzilliztech\u002Fclaude-context",{"title":2144,"url":2145},"caveman: terse output modes for coding agents (GitHub)","https:\u002F\u002Fgithub.com\u002FJuliusBrussee\u002Fcaveman",{"title":2147,"url":2148},"claude-token-efficient: an eight-rule CLAUDE.md (GitHub)","https:\u002F\u002Fgithub.com\u002Fdrona23\u002Fclaude-token-efficient",{"title":2150,"url":2151},"claude-code-router: a local model gateway for coding agents (GitHub)","https:\u002F\u002Fgithub.com\u002Fmusistudio\u002Fclaude-code-router",{"title":2153,"url":2154},"ccusage: token and cost reports from local agent logs (GitHub)","https:\u002F\u002Fgithub.com\u002Fryoppippi\u002Fccusage",{"title":2156,"url":2157},"LLMLingua: prompt compression (Microsoft, GitHub)","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FLLMLingua",{"title":2159,"url":2160},"ComputingForGeeks: tools that reduce Claude Code token usage, tested (April 2026)","https:\u002F\u002Fcomputingforgeeks.com\u002Freduce-claude-code-token-usage-tools\u002F",{"title":2162,"url":2012},"Claude Code docs: manage costs effectively",{"title":2164,"url":2165},"Claude Code docs: MCP, output limits and tool search","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fmcp",{"title":2167,"url":236},"Claude API docs: tool search tool",{"title":2169,"url":1489},"Claude API docs: prompt caching","\u002Fimages\u002Fblog\u002Ftoken-saving-tools-coding-agents-top-20\u002Fcover.webp","\u002Fimages\u002Fblog\u002Ftoken-saving-tools-coding-agents-top-20\u002Fog.jpg",[79,80,81],"20 módszer, hogy kevesebb tokent égessenek a kódoló ügynökök: rtk, lean-ctx, Serena és társaik, bizonyítékok szerint rangsorolva","Az rtk, a lean-ctx, a context-mode, a Serena és 16 további tokenspóroló eszköz kódoló ügynökökhöz, bizonyítékok és saját Nuxt-mérések alapján rangsorolva.","Tokenspórolás kódoló ügynököknél: prés magas érmekupacot alacsonnyá nyom, mellette kupás robot.",{"slug":2177,"published":2178,"minutes":393,"category":8,"tags":2179,"tagPages":2182,"keywords":2183,"about":2192,"sources":2203,"cover":2227,"og":2228,"expertise":77,"locales":2229,"lang":81,"title":2230,"description":2231,"coverAlt":2232},"github-copilot-coding-agent","2026-08-10",[13,92,2180,2181,90],"GitHub Actions","AI credits",[17],[2184,2185,2186,2187,2188,2189,2190,2191],"github copilot kódoló agent","github copilot felhős agent","copilot kódoló agent korlátok","github copilot árak ai kreditek","github copilot vagy claude code","copilot agent tasks api","kódoló agent pull request review","github copilot coding agent teszt",[2193,2196,2198,2200],{"name":2194,"url":2195},"GitHub Copilot","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGitHub_Copilot",{"name":2180,"url":2197},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGitHub_Actions",{"name":344,"url":2199},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPull_request",{"name":2201,"url":2202},"Static application security testing","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FStatic_application_security_testing",[2204,2207,2210,2213,2216,2219,2222,2225],{"title":2205,"url":2206},"GitHub Docs: GitHub Copilot on GitHub.com, workflow and limitations","https:\u002F\u002Fdocs.github.com\u002Fen\u002Fcopilot\u002Fconcepts\u002Fagents\u002Fcloud-agent\u002Fabout-cloud-agent",{"title":2208,"url":2209},"GitHub Docs: Application card, GitHub Copilot Agents","https:\u002F\u002Fdocs.github.com\u002Fen\u002Fcopilot\u002Fresponsible-use\u002Fcopilot-coding-agent",{"title":2211,"url":2212},"GitHub Docs: Plans for GitHub Copilot, prices and AI credits","https:\u002F\u002Fdocs.github.com\u002Fen\u002Fcopilot\u002Fget-started\u002Fplans",{"title":2214,"url":2215},"GitHub Docs: Using Copilot cloud agent via the REST and GraphQL API","https:\u002F\u002Fdocs.github.com\u002Fen\u002Fcopilot\u002Fhow-tos\u002Fuse-copilot-agents\u002Fcloud-agent\u002Fuse-cloud-agent-via-the-api",{"title":2217,"url":2218},"GitHub Docs: Using Copilot cloud agent from the GitHub CLI","https:\u002F\u002Fdocs.github.com\u002Fen\u002Fcopilot\u002Fhow-tos\u002Fuse-copilot-agents\u002Fcloud-agent\u002Fuse-cloud-agent-from-cli",{"title":2220,"url":2221},"GitHub Copilot product page: plans, privacy and FAQ","https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot",{"title":2223,"url":2224},"Anthropic: Claude Code product page","https:\u002F\u002Fclaude.com\u002Fproduct\u002Fclaude-code",{"title":2226,"url":2053},"OpenAI: Codex CLI documentation","\u002Fimages\u002Fblog\u002Fgithub-copilot-coding-agent\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fgithub-copilot-coding-agent\u002Fog.jpg",[79,80,81],"GitHub Copilot kódoló agent: teszt a pull request-agentről","A GitHub felhős kódoló ügynöke issue-ból pull requestet nyit. Mit jelent élesben a 59 perces limit, az AI-kredit és a review-kötelezettség?","GitHub Copilot kódoló ügynök: robot másodpilóta egy kis repülőben borítékot ad át az emberi pilótának.",{"slug":2234,"published":2235,"updated":1868,"minutes":7,"category":8,"tags":2236,"tagPages":2239,"keywords":2240,"about":2251,"sources":2257,"cover":2290,"og":2291,"expertise":77,"locales":2292,"lang":81,"title":2293,"description":2294,"coverAlt":2295},"multi-agent-systems-when-worth-it","2026-08-07",[2237,192,2238,397],"Multi-agent systems","Orchestrator-worker",[198,401],[2241,2242,2243,2244,2245,2246,2247,2248,2249,2250],"multi-agent rendszerek megéri","multi-agent vs egy ügynök","orchestrator-worker minta","multi-agent llm token költség","miért buknak el a multi-agent rendszerek","ne építsünk multi-agent rendszert","subagentek kontextus izolálása","multi-agent vita megéri","ügynök átadás vs alügynökök","mikor használjunk több ai ügynököt",[2252,2255,2256],{"name":2253,"url":2254},"Multi-agent system","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FMulti-agent_system",{"name":213,"url":214},{"name":731,"url":732},[2258,2261,2263,2266,2269,2272,2275,2278,2281,2284,2287],{"title":2259,"url":2260},"Anthropic Engineering: How we built our multi-agent research system","https:\u002F\u002Fwww.anthropic.com\u002Fengineering\u002Fmulti-agent-research-system",{"title":2262,"url":227},"Anthropic: Building effective agents",{"title":2264,"url":2265},"Cognition: Don't Build Multi-Agents (12 June 2025)","https:\u002F\u002Fcognition.com\u002Fblog\u002Fdont-build-multi-agents",{"title":2267,"url":2268},"Cognition: Multi-Agents: What's Actually Working (22 April 2026)","https:\u002F\u002Fcognition.com\u002Fblog\u002Fmulti-agents-working",{"title":2270,"url":2271},"Google Research: Towards a science of scaling agent systems","https:\u002F\u002Fresearch.google\u002Fblog\u002Ftowards-a-science-of-scaling-agent-systems-when-and-why-agent-systems-work\u002F",{"title":2273,"url":2274},"arXiv 2512.08296: Towards a Science of Scaling Agent Systems","https:\u002F\u002Farxiv.org\u002Fabs\u002F2512.08296",{"title":2276,"url":2277},"arXiv 2503.13657: Why Do Multi-Agent LLM Systems Fail? (MAST)","https:\u002F\u002Farxiv.org\u002Fabs\u002F2503.13657",{"title":2279,"url":2280},"arXiv 2305.14325: Improving Factuality and Reasoning in Language Models through Multiagent Debate","https:\u002F\u002Farxiv.org\u002Fabs\u002F2305.14325",{"title":2282,"url":2283},"arXiv 2502.08788: Stop Overvaluing Multi-Agent Debate","https:\u002F\u002Farxiv.org\u002Fabs\u002F2502.08788",{"title":2285,"url":2286},"OpenAI Agents SDK: Handoffs","https:\u002F\u002Fopenai.github.io\u002Fopenai-agents-python\u002Fhandoffs\u002F",{"title":2288,"url":2289},"Claude Code documentation: Subagents","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fsub-agents","\u002Fimages\u002Fblog\u002Fmulti-agent-systems-when-worth-it\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fmulti-agent-systems-when-worth-it\u002Fog.jpg",[79,80,81],"Multi-agent rendszerek: mikor verik az egyetlen ügynököt, és mikor nem","Orchestrator-worker, fan-out, critic, handoff: mit ad valójában a multi-agent rendszer, mennyi tokenbe kerül, hogyan hibázik, és egy döntési táblázat.","Több ügynökös rendszerek: egy robot kis dobozt visz, négy robot egy hosszú gerendát, köztük mérleg.",{"slug":2297,"published":2298,"updated":2299,"minutes":992,"category":8,"tags":2300,"tagPages":2305,"keywords":2306,"about":2317,"sources":2327,"cover":2358,"og":2359,"expertise":77,"locales":2360,"lang":81,"title":2361,"description":2362,"coverAlt":2363},"mcp-2026-07-28-stateless-migration-guide","2026-07-29","2026-09-01",[195,2301,2302,2303,2304],"Protocol migration","Stateless APIs","OAuth","Agents",[199],[2307,2308,2309,2310,2311,2312,2313,2314,2315,2316],"mcp 2026-07-28","állapotmentes mcp","mcp migrációs útmutató","mcp sessionök eltávolítása","mcp-session-id eltávolítása","mcp server\u002Fdiscover","mcp többlépéses kérések","hogyan migráljunk mcp szervert az új specifikációra","mcp cimd kliensazonosító metaadat","mcp roots sampling logging elavult",[2318,2319,2322,2325],{"name":216,"url":1585},{"name":2320,"url":2321},"Stateless protocol","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FStateless_protocol",{"name":2323,"url":2324},"Load balancing (computing)","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FLoad_balancing_(computing)",{"name":2303,"url":2326},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FOAuth",[2328,2331,2334,2337,2340,2343,2346,2349,2352,2355],{"title":2329,"url":2330},"The 2026-07-28 Specification (MCP blog)","https:\u002F\u002Fblog.modelcontextprotocol.io\u002Fposts\u002F2026-07-28\u002F",{"title":2332,"url":2333},"MCP 2026-07-28 Key Changes","https:\u002F\u002Fmodelcontextprotocol.io\u002Fspecification\u002F2026-07-28\u002Fchangelog",{"title":2335,"url":2336},"MCP 2026-07-28: Versioning and Compatibility","https:\u002F\u002Fmodelcontextprotocol.io\u002Fspecification\u002F2026-07-28\u002Fbasic\u002Fversioning",{"title":2338,"url":2339},"MCP 2026-07-28: Streamable HTTP transport","https:\u002F\u002Fmodelcontextprotocol.io\u002Fspecification\u002F2026-07-28\u002Fbasic\u002Ftransports\u002Fstreamable-http",{"title":2341,"url":2342},"MCP 2026-07-28: Multi Round-Trip Requests","https:\u002F\u002Fmodelcontextprotocol.io\u002Fspecification\u002F2026-07-28\u002Fbasic\u002Fpatterns\u002Fmrtr",{"title":2344,"url":2345},"MCP 2026-07-28: Tools","https:\u002F\u002Fmodelcontextprotocol.io\u002Fspecification\u002F2026-07-28\u002Fserver\u002Ftools",{"title":2347,"url":2348},"MCP 2026-07-28: Client registration","https:\u002F\u002Fmodelcontextprotocol.io\u002Fspecification\u002F2026-07-28\u002Fbasic\u002Fauthorization\u002Fclient-registration",{"title":2350,"url":2351},"MCP 2026-07-28: Deprecated features","https:\u002F\u002Fmodelcontextprotocol.io\u002Fspecification\u002F2026-07-28\u002Fdeprecated",{"title":2353,"url":2354},"The 2026 MCP Roadmap","https:\u002F\u002Fblog.modelcontextprotocol.io\u002Fposts\u002F2026-mcp-roadmap\u002F",{"title":2356,"url":2357},"RFC 9207: OAuth 2.0 Authorization Server Issuer Identification","https:\u002F\u002Fwww.rfc-editor.org\u002Frfc\u002Frfc9207","\u002Fimages\u002Fblog\u002Fmcp-2026-07-28-stateless-migration-guide\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fmcp-2026-07-28-stateless-migration-guide\u002Fog.jpg",[79,80,81],"MCP 2026-07-28 migrációs útmutató: mi változik az állapotmentes MCP szervereknél","Az MCP 2026-07-28 kivezeti a sessionöket és az initialize kézfogást. Szerveroldal: _meta, server\u002Fdiscover, MRTR, engedélyezés, migrációs ellenőrzőlista.","MCP 2026-07-28 migrációs útmutató: egy robot több egyforma automata egyikét használja, régi gépet szállítanak el.",{"slug":2365,"published":2366,"updated":1421,"minutes":1741,"category":8,"tags":2367,"tagPages":2370,"keywords":2371,"about":2382,"sources":2388,"cover":2415,"og":2416,"expertise":77,"locales":2417,"lang":81,"title":2418,"description":2419,"coverAlt":2420},"human-in-the-loop-ai-agents","2026-07-28",[1111,192,2368,2369],"Approval gates","Agent safety",[198],[2372,2373,2374,2375,2376,2377,2378,2379,2380,2381],"human in the loop ai ügynökök","emberi jóváhagyás ai ügynöknél","emberi beavatkozás ai ügynök","ai ügynök jóváhagyási kapuk","ügynök jóváhagyási fáradtság","langgraph interrupt human in the loop","openai agents sdk needs_approval","claude agent sdk canusetool","ai ügynök audit nyomvonal","kockázati szintek ai ügynök műveleteknél",[2383,2384,2385],{"name":1134,"url":1135},{"name":213,"url":214},{"name":2386,"url":2387},"Audit trail","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FAudit_trail",[2389,2391,2394,2397,2400,2403,2405,2408,2411,2414],{"title":2390,"url":982},"LangChain docs: LangGraph interrupts",{"title":2392,"url":2393},"LangChain docs: Human-in-the-loop (HumanInTheLoopMiddleware)","https:\u002F\u002Fdocs.langchain.com\u002Foss\u002Fpython\u002Flangchain\u002Fhuman-in-the-loop",{"title":2395,"url":2396},"OpenAI Agents SDK (Python): Human in the loop","https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-agents-python\u002Fblob\u002Fmain\u002Fdocs\u002Fhuman_in_the_loop.md",{"title":2398,"url":2399},"Claude Agent SDK: Handle approvals and user input","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fagent-sdk\u002Fuser-input",{"title":2401,"url":2402},"Claude Agent SDK: Configure permissions","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fagent-sdk\u002Fpermissions",{"title":2404,"url":2004},"Claude Code docs: Hooks (PreToolUse defer, PermissionRequest)",{"title":2406,"url":2407},"Anthropic Engineering: Claude Code auto mode","https:\u002F\u002Fanthropic.com\u002Fengineering\u002Fclaude-code-auto-mode",{"title":2409,"url":2410},"DevOps.com: Anthropic makes Claude Code auto mode the default","https:\u002F\u002Fdevops.com\u002Fanthropic-makes-claude-codes-auto-mode-the-default-betting-automation-beats-manual-review\u002F",{"title":2412,"url":2413},"EU AI Act, Article 14: Human oversight","https:\u002F\u002Fartificialintelligenceact.eu\u002Farticle\u002F14\u002F",{"title":1528,"url":1529},"\u002Fimages\u002Fblog\u002Fhuman-in-the-loop-ai-agents\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fhuman-in-the-loop-ai-agents\u002Fog.jpg",[79,80,81],"Human in the loop AI-ügynököknél: hová kerüljenek a jóváhagyási kapuk","AI-ügynök jóváhagyási kapui: hová valók, hogyan kerüld el a vaktában jóváhagyást, és hogyan működik az interrupt és a resume a LangGraphban és az SDK-kban.","Human in the loop MI-ügynököknél: robot csomagot visz egy kapuhoz, ahol egy ember jóváhagyó pecséttel vár.",{"slug":2422,"published":2423,"minutes":393,"category":8,"tags":2424,"tagPages":2425,"keywords":2426,"about":2436,"sources":2441,"cover":2469,"og":2470,"expertise":77,"locales":2471,"lang":81,"title":2472,"description":2473,"coverAlt":2474},"goose-block","2026-07-17",[13,195,717,716],[17,199,719],[2427,2428,2429,2430,2431,2432,2433,2434,2435],"goose ai ügynök","goose vagy claude code","block goose nyílt forráskódú agent","goose mcp bővítmények","goose receptek","helyi ai ügynök","goose jogosultsági módok","agentic ai foundation","goose teszt",[2437,2438],{"name":216,"url":1585},{"name":2439,"url":2440},"goose documentation","https:\u002F\u002Fgoose-docs.ai\u002F",[2442,2445,2448,2451,2454,2457,2460,2463,2466],{"title":2443,"url":2444},"goose documentation: quickstart","https:\u002F\u002Fgoose-docs.ai\u002Fdocs\u002Fquickstart",{"title":2446,"url":2447},"goose documentation: configuration files","https:\u002F\u002Fgoose-docs.ai\u002Fdocs\u002Fguides\u002Fconfig-files",{"title":2449,"url":2450},"goose documentation: permission modes","https:\u002F\u002Fgoose-docs.ai\u002Fdocs\u002Fguides\u002Fmanaging-tools\u002Fgoose-permissions",{"title":2452,"url":2453},"goose documentation: smart context management","https:\u002F\u002Fgoose-docs.ai\u002Fdocs\u002Fguides\u002Fsessions\u002Fsmart-context-management",{"title":2455,"url":2456},"goose documentation: recipe reference","https:\u002F\u002Fgoose-docs.ai\u002Fdocs\u002Fguides\u002Frecipes\u002Frecipe-reference",{"title":2458,"url":2459},"goose documentation: CLI commands","https:\u002F\u002Fgoose-docs.ai\u002Fdocs\u002Fguides\u002Fgoose-cli-commands",{"title":2461,"url":2462},"goose documentation: known issues","https:\u002F\u002Fgoose-docs.ai\u002Fdocs\u002Ftroubleshooting\u002Fknown-issues",{"title":2464,"url":2465},"goose has a new home: the Agentic AI Foundation (7 April 2026)","https:\u002F\u002Fgoose-docs.ai\u002Fblog\u002F2026\u002F04\u002F07\u002Fgoose-moves-to-aaif\u002F",{"title":2467,"url":2468},"goose repository on GitHub","https:\u002F\u002Fgithub.com\u002Faaif-goose\u002Fgoose","\u002Fimages\u002Fblog\u002Fgoose-block\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fgoose-block\u002Fog.jpg",[79,80,81],"Goose: a nyílt forráskódú agent, amelyet a saját gépeden futtatsz","A Goose, a Rustban írt Apache-2.0 kódoló ügynök a Linux Foundationnél. Hogyan állják meg a helyüket a jogosultsági módok, receptek és MCP-bővítmények?","Goose nyílt forráskódú ügynök: szerszámöves liba áll egy asztalon, mellette laptop.",{"slug":2476,"published":2423,"updated":1343,"minutes":393,"category":8,"tags":2477,"tagPages":2481,"keywords":2482,"about":2491,"sources":2498,"cover":2513,"og":2514,"expertise":77,"locales":2515,"lang":81,"title":2516,"description":2517,"coverAlt":2518},"langgraph",[2478,2479,1109,1111,2480],"LangGraph","Agent orchestration","State machines",[],[2476,2483,2484,2485,2486,2487,2488,2489,2490],"langgraph vagy langchain","langgraph checkpointer","tartós végrehajtás ügynököknek","langgraph postgres mentés","langsmith árak","langgraph emberi beavatkozás","ügynök keretrendszer összehasonlítás","langgraph állapottartó ügynökökhöz",[2492,2494,2495],{"name":2478,"url":2493},"https:\u002F\u002Fwww.langchain.com\u002Flanggraph",{"name":1130,"url":1131},{"name":2496,"url":2497},"Apache Beam","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FApache_Beam",[2499,2501,2504,2506,2507,2510],{"title":2500,"url":979},"LangGraph documentation: overview",{"title":2502,"url":2503},"LangGraph documentation: checkpointers and durability modes","https:\u002F\u002Fdocs.langchain.com\u002Foss\u002Fpython\u002Flanggraph\u002Fcheckpointers",{"title":2505,"url":982},"LangGraph documentation: interrupts and the rules of interrupts",{"title":972,"url":973},{"title":2508,"url":2509},"LangSmith pricing","https:\u002F\u002Fwww.langchain.com\u002Fpricing",{"title":2511,"url":2512},"Temporal: LangGraph integration for Python reaches public preview (16 July 2026)","https:\u002F\u002Ftemporal.io\u002Fblog\u002Ftemporal-langgraph-plugin-durable-execution","\u002Fimages\u002Fblog\u002Flanggraph\u002Fcover.webp","\u002Fimages\u002Fblog\u002Flanggraph\u002Fog.jpg",[79,80,81],"LangGraph: alacsony szintű futtatókör állapottartó ügynökökhöz","Mit ad a LangGraph egy éles ügynöknek: mentett superstep-ek, megszakítások és streaming, továbbá a tartóssági modell határa és a LangSmith ára.","LangGraph: egy kéz váltót állít egy hurkos terepasztalon, rajta mozdony.",{"slug":2520,"published":2521,"updated":1868,"minutes":393,"category":8,"tags":2522,"tagPages":2526,"keywords":2527,"about":2539,"sources":2543,"cover":2565,"og":2566,"expertise":77,"locales":2567,"lang":81,"title":2568,"description":2569,"coverAlt":2570},"agent-loop-explained","2026-07-16",[2523,13,2524,11,2525],"Agent loop","Tool calling","Stop conditions",[17,16],[2528,2529,2530,2531,2532,2533,2534,2535,2536,2537,2538],"ügynökhurok","ügynökhurok magyarázat","human in the loop ai ügynök","ai ügynök hurok","tool calling loop","ralph loop kódoló ügynök","claude code \u002Floop","claude code \u002Fgoal","hogyan állítsunk meg egy ai ügynököt","react ügynök minta","stop_reason tool_use",[2540,2541,2542],{"name":213,"url":214},{"name":731,"url":732},{"name":11,"url":1995},[2544,2546,2549,2552,2553,2556,2559,2562],{"title":2545,"url":227},"Anthropic: Building effective agents (Dec 2024)",{"title":2547,"url":2548},"Yao et al.: ReAct: Synergizing Reasoning and Acting in Language Models (2022)","https:\u002F\u002Farxiv.org\u002Fabs\u002F2210.03629",{"title":2550,"url":2551},"Claude API docs: Handling stop reasons","https:\u002F\u002Fplatform.claude.com\u002Fdocs\u002Fen\u002Fbuild-with-claude\u002Fhandling-stop-reasons",{"title":436,"url":293},{"title":2554,"url":2555},"Simon Willison: Red\u002Fgreen TDD (Agentic Engineering Patterns)","https:\u002F\u002Fsimonwillison.net\u002Fguides\u002Fagentic-engineering-patterns\u002Fred-green-tdd\u002F",{"title":2557,"url":2558},"Geoffrey Huntley: Ralph Wiggum as a software engineer (Jul 2025)","https:\u002F\u002Fghuntley.com\u002Fralph\u002F",{"title":2560,"url":2561},"Claude Code docs: Run prompts on a schedule (\u002Floop)","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fscheduled-tasks",{"title":2563,"url":2564},"Claude Code docs: Keep Claude working toward a goal (\u002Fgoal)","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fgoal","\u002Fimages\u002Fblog\u002Fagent-loop-explained\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fagent-loop-explained\u002Fog.jpg",[79,80,81],"Az ügynökhurok magyarázata: hogyan futnak a kódoló ügynökök, és hogyan állítjuk meg őket","Hogyan működik az ügynökhurok a kódban, mely leállási feltételeket és kereteket érdemes kikényszeríteni, és hogyan viselkedik a Ralph, a \u002Floop és a \u002Fgoal.","Az ügynökhurok: egy kis robot körpályán jár, a célzászló mellett csíkos sorompó zárja le a kört.",{"slug":2572,"published":2573,"updated":991,"minutes":88,"category":8,"tags":2574,"tagPages":2578,"keywords":2579,"about":2587,"sources":2594,"cover":2627,"og":2628,"expertise":77,"locales":2629,"lang":81,"title":2630,"description":2631,"coverAlt":2632},"mastra","2026-07-15",[2575,889,2576,195,2577],"TypeScript","Workflows","Evals",[199],[2580,2581,2582,2583,2584,2585,2586],"mastra ai keretrendszer","mastra vagy langgraph","typescript ügynök keretrendszer","mastra teszt","mastra workflow-k és memória","mastra mcp szerver","mastra árak",[2588,2591],{"name":2589,"url":2590},"Mastra","https:\u002F\u002Fmastra.ai",{"name":2592,"url":2593},"Mastra on GitHub","https:\u002F\u002Fgithub.com\u002Fmastra-ai\u002Fmastra",[2595,2598,2601,2604,2607,2610,2613,2616,2619,2622,2624],{"title":2596,"url":2597},"Mastra documentation: agents","https:\u002F\u002Fmastra.ai\u002Fdocs\u002Fagents\u002Foverview",{"title":2599,"url":2600},"Mastra documentation: workflows","https:\u002F\u002Fmastra.ai\u002Fdocs\u002Fworkflows\u002Foverview",{"title":2602,"url":2603},"Mastra documentation: memory","https:\u002F\u002Fmastra.ai\u002Fdocs\u002Fmemory\u002Foverview",{"title":2605,"url":2606},"Mastra documentation: MCP","https:\u002F\u002Fmastra.ai\u002Fdocs\u002Ftools-mcp\u002Fmcp-overview",{"title":2608,"url":2609},"Mastra documentation: guardrails","https:\u002F\u002Fmastra.ai\u002Fdocs\u002Fagents\u002Fguardrails",{"title":2611,"url":2612},"Mastra documentation: evals","https:\u002F\u002Fmastra.ai\u002Fdocs\u002Fevals\u002Foverview",{"title":2614,"url":2615},"Mastra documentation: observability","https:\u002F\u002Fmastra.ai\u002Fdocs\u002Fobservability\u002Foverview",{"title":2617,"url":2618},"Mastra documentation: model providers","https:\u002F\u002Fmastra.ai\u002Fmodels",{"title":2620,"url":2621},"Mastra pricing","https:\u002F\u002Fmastra.ai\u002Fpricing",{"title":2623,"url":2593},"mastra-ai\u002Fmastra on GitHub",{"title":2625,"url":2626},"Mastra Enterprise Edition License v2.0","https:\u002F\u002Fgithub.com\u002Fmastra-ai\u002Fmastra\u002Fblob\u002Fmain\u002Fee\u002FLICENSE","\u002Fimages\u002Fblog\u002Fmastra\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fmastra\u002Fog.jpg",[79,80,81],"Mastra teszt: TypeScript agentek valós értékelési hurokkal","A Mastra egy csomagban ad agenteket, workflow-kat, memóriát, MCP-t és értékelést. Mit fed le az Apache-2.0-s mag, mit kér az ee\u002F felosztás, kinek érdemes?","Mastra teszt: egy robot átszakítja a célszalagot, egy edző stopperrel jegyzetel.",{"slug":2634,"published":2635,"updated":2636,"minutes":393,"category":8,"tags":2637,"tagPages":2640,"keywords":2642,"about":2650,"sources":2657,"cover":2683,"og":2684,"expertise":77,"locales":2685,"lang":81,"title":2686,"description":2687,"coverAlt":2688},"llamaindex","2026-07-14","2026-09-21",[889,2638,1680,2639,2576],"RAG","Document parsing",[2641,1684],"rag",[2634,2643,2644,2645,2646,2647,2648,2649],"llamaindex vagy langgraph","llamaindex workflow-k","llama index ügynök keretrendszer","llamaparse árak","rag keretrendszer python","tartós workflow-k python","dokumentum ügynök keretrendszer",[2651,2654],{"name":2652,"url":2653},"LlamaIndex","https:\u002F\u002Fgithub.com\u002Frun-llama\u002Fllama_index",{"name":2655,"url":2656},"Retrieval-augmented generation","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FRetrieval-augmented_generation",[2658,2660,2663,2666,2669,2672,2675,2678,2681],{"title":2659,"url":2653},"LlamaIndex repository README and focus note",{"title":2661,"url":2662},"Agent Workflows: introduction","https:\u002F\u002Fdevelopers.llamaindex.ai\u002Fpython\u002Fllamaagents\u002Fworkflows\u002F",{"title":2664,"url":2665},"Agent Workflows: writing durable workflows","https:\u002F\u002Fdevelopers.llamaindex.ai\u002Fpython\u002Fllamaagents\u002Fworkflows\u002Fdurable_workflows\u002F",{"title":2667,"url":2668},"Agent Workflows: observability","https:\u002F\u002Fdevelopers.llamaindex.ai\u002Fpython\u002Fllamaagents\u002Fworkflows\u002Fobservability\u002F",{"title":2670,"url":2671},"LlamaAgents overview","https:\u002F\u002Fdevelopers.llamaindex.ai\u002Fpython\u002Fllamaagents\u002Foverview\u002F",{"title":2673,"url":2674},"llama-index-core on PyPI","https:\u002F\u002Fpypi.org\u002Fproject\u002Fllama-index-core\u002F",{"title":2676,"url":2677},"LlamaIndex and LlamaParse pricing","https:\u002F\u002Fwww.llamaindex.ai\u002Fpricing",{"title":2679,"url":2680},"LiteParse documentation","https:\u002F\u002Fdevelopers.llamaindex.ai\u002Fliteparse\u002F",{"title":2682,"url":973},"LangGraph on GitHub","\u002Fimages\u002Fblog\u002Fllamaindex\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fllamaindex\u002Fog.jpg",[79,80,81],"LlamaIndex teszt: a legszélesebb adat-eszközkészlet, aminek a súlypontja már elmozdult","LlamaIndex 2026: MIT-licencű Python-keretrendszer adatokhoz és ügynökökhöz, 300-nál több integrációval, Workflows-szal és a LlamaParse felé fordult céggel.","LlamaIndex teszt: egy láma egy nagy nyitott szerszámláda mellett egy kis felhőre néz.",{"slug":2690,"published":2691,"updated":1421,"minutes":393,"category":8,"tags":2692,"tagPages":2695,"keywords":2696,"about":2705,"sources":2709,"cover":2737,"og":2738,"expertise":77,"locales":2739,"lang":81,"title":2740,"description":2741,"coverAlt":2742},"zed","2026-07-10",[2693,2304,2694,2034],"AI editor","ACP",[],[2697,2698,2699,2700,2701,2702,2703,2704],"zed szerkesztő","zed vagy vscode","ai kódoló szerkesztő","zed árak","agent client protocol","zed ügynök panel","zed bővítmények","zed teszt",[2706],{"name":2707,"url":2708},"Zed","https:\u002F\u002Fzed.dev",[2710,2713,2716,2719,2722,2725,2728,2731,2734],{"title":2711,"url":2712},"Zed pricing","https:\u002F\u002Fzed.dev\u002Fpricing",{"title":2714,"url":2715},"Plans and pricing","https:\u002F\u002Fzed.dev\u002Fdocs\u002Faccount\u002Fplans-and-pricing",{"title":2717,"url":2718},"All settings","https:\u002F\u002Fzed.dev\u002Fdocs\u002Fconfiguring-zed",{"title":2720,"url":2721},"Parallel agents","https:\u002F\u002Fzed.dev\u002Fdocs\u002Fai\u002Fparallel-agents",{"title":2723,"url":2724},"Zed vs. VS Code","https:\u002F\u002Fzed.dev\u002Fcompare\u002Fvscode",{"title":2726,"url":2727},"The ACP Registry is Live","https:\u002F\u002Fzed.dev\u002Fblog\u002Facp-registry",{"title":2729,"url":2730},"JetBrains: ACP Agent Registry","https:\u002F\u002Fblog.jetbrains.com\u002Fai\u002F2026\u002F01\u002Facp-agent-registry\u002F",{"title":2732,"url":2733},"Zed on GitHub","https:\u002F\u002Fgithub.com\u002Fzed-industries\u002Fzed",{"title":2735,"url":2736},"Stable releases","https:\u002F\u002Fzed.dev\u002Freleases\u002Fstable","\u002Fimages\u002Fblog\u002Fzed\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fzed\u002Fog.jpg",[79,80,81],"Zed, értékelés: a szerkesztő, amely az agentet az ablakba hozza","A Zed 1.22 értékelése: szerkesztési előrejelzések, külső ACP-ügynökök, párhuzamos szálak, a Pro 20 dolláros havi plafonja és a feláldozott bővítmények.","Zed értékelés: egy robot apró billentyűzeten gépel, egy szerkesztőablak alakú keretben ülve.",{"slug":2744,"published":2745,"updated":1569,"minutes":463,"category":8,"tags":2746,"tagPages":2748,"keywords":2749,"about":2757,"sources":2763,"cover":2764,"og":2765,"expertise":77,"locales":2766,"lang":81,"title":2767,"description":2768,"coverAlt":2769},"coding-agent-skills-workflow","2026-07-02",[192,11,195,465,2747],"Developer workflow",[198,16,199],[2750,147,2751,2752,2753,473,2754,2755,2756],"kódoló ügynök munkafolyamat","ügynök skillek","ai kódoló ügynök","mcp szerver","ai kódreview","agentikus fejlesztés","skill.md",[2758,2760,2761],{"name":11,"url":2759},"https:\u002F\u002Fdocs.anthropic.com\u002Fen\u002Fdocs\u002Fclaude-code\u002Foverview",{"name":216,"url":217},{"name":465,"url":2762},"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPlaywright_(software)",[],"\u002Fimages\u002Fblog\u002Fcoding-agent-skills-workflow\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fcoding-agent-skills-workflow\u002Fog.jpg",[79,80,81],"Skillek, nem promptok: így viszik a kódoló ügynökeim a hibát a bejelentéstől a pull requestig","Körülbelül 20 ügynök-skill, három kódoló ügynök: a reprodukálástól a bizonyított kiváltó okon át a PR-ig, és a szabályok, amelyek őszintén tartják őket.","Skillek a kódoló ügynököknek: robot lépőköveken halad a bogártól a borítékig, minden kövön egy szerszám.",{"slug":2771,"published":2772,"updated":2521,"minutes":639,"category":8,"tags":2773,"tagPages":2775,"keywords":2776,"about":2784,"sources":2788,"cover":2806,"og":2807,"expertise":77,"locales":2808,"lang":81,"title":2809,"description":2810,"coverAlt":2811},"agents-md-skills-mcp-cli-decision-matrix","2026-06-19",[397,2774,142,195],"AGENTS.md",[401,199],[406,2777,2751,2778,2779,2780,2781,2782,2783],"agents.md","mcp vagy cli","context rot","ügynök kontextablak","token keret ai ügynökökhöz","mikor használjunk mcp-t cli helyett","alügynökök ai ügynökökhöz",[2785,2786,2787],{"name":731,"url":732},{"name":216,"url":1585},{"name":2110,"url":2111},[2789,2790,2793,2796,2797,2800,2803],{"title":433,"url":434},{"title":2791,"url":2792},"Chroma: Context Rot (Jul 2025)","https:\u002F\u002Fwww.trychroma.com\u002Fresearch\u002Fcontext-rot",{"title":2794,"url":2795},"AGENTS.md: the open format for agent instructions","https:\u002F\u002Fagents.md",{"title":171,"url":172},{"title":2798,"url":2799},"Anthropic: Advanced tool use, tool search and programmatic tool calling (Nov 2025)","https:\u002F\u002Fwww.anthropic.com\u002Fengineering\u002Fadvanced-tool-use",{"title":2801,"url":2802},"Blocks.ai: MCP vs CLI, the context window cost","https:\u002F\u002Fblocks.ai\u002Fblog\u002Fmcp-vs-cli-context-window-cost",{"title":2804,"url":2805},"Thoughtworks Technology Radar: Context engineering (Adopt, Apr 2026)","https:\u002F\u002Fwww.thoughtworks.com\u002Fradar\u002Ftechniques\u002Fcontext-engineering","\u002Fimages\u002Fblog\u002Fagents-md-skills-mcp-cli-decision-matrix\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fagents-md-skills-mcp-cli-decision-matrix\u002Fog.jpg",[79,80,81],"Kontexttervezés kódoló ügynökökhöz: AGENTS.md, skillek, MCP vagy CLI?","Mi van egy kódoló ügynök kontextusában: szabályok az AGENTS.md-ben, eljárások a skillekben, és mikor ver egy MCP eszköz egy shell parancsot.","AGENTS.md, skillek, MCP, CLI: egy robot négyirányú útjelző táblát néz, rajta lap, szerszámláda, csatlakozó és terminál.",{"slug":2813,"published":2814,"minutes":88,"category":8,"tags":2815,"tagPages":2818,"keywords":2819,"about":2828,"sources":2833,"cover":2861,"og":2862,"expertise":77,"locales":2863,"lang":81,"title":2864,"description":2865,"coverAlt":2866},"cline","2026-06-16",[13,2816,2817,195,716],"Plan and Act","Checkpoints",[17,199,719],[2820,2821,2822,2823,2824,2825,2826,2827,1641],"cline teszt","cline kódoló ügynök","cline vagy claude code","cline vagy cursor","cline cli headless","kódoló ügynök automatikus jóváhagyás","cline checkpointok","cline pass árak",[2829,2832],{"name":2830,"url":2831},"Cline","https:\u002F\u002Fgithub.com\u002Fcline\u002Fcline",{"name":216,"url":1585},[2834,2837,2840,2843,2846,2849,2852,2855,2858,2859],{"title":2835,"url":2836},"Cline docs: Overview","https:\u002F\u002Fdocs.cline.bot\u002Fintroduction\u002Foverview",{"title":2838,"url":2839},"Cline docs: Plan and Act mode","https:\u002F\u002Fdocs.cline.bot\u002Fcore-workflows\u002Fplan-and-act",{"title":2841,"url":2842},"Cline docs: CLI reference","https:\u002F\u002Fdocs.cline.bot\u002Fcli\u002Fcli-reference",{"title":2844,"url":2845},"Cline docs: Auto Approve and YOLO mode","https:\u002F\u002Fdocs.cline.bot\u002Ffeatures\u002Fauto-approve",{"title":2847,"url":2848},"Cline docs: Checkpoints","https:\u002F\u002Fdocs.cline.bot\u002Ffeatures\u002Fcheckpoints",{"title":2850,"url":2851},"Cline docs: MCP","https:\u002F\u002Fdocs.cline.bot\u002Fmcp\u002Fmcp-overview",{"title":2853,"url":2854},"Cline docs: Rules","https:\u002F\u002Fdocs.cline.bot\u002Fcustomization\u002Fcline-rules",{"title":2856,"url":2857},"Cline docs: ClinePass","https:\u002F\u002Fdocs.cline.bot\u002Fgetting-started\u002Fclinepass",{"title":1959,"url":1960},{"title":2860,"url":2831},"cline\u002Fcline on GitHub","\u002Fimages\u002Fblog\u002Fcline\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fcline\u002Fog.jpg",[79,80,81],"Cline teszt: nyílt kódú coding agent, minden modellel és korlát nélkül","A Cline Apache-2.0 kódoló ügynök: VS Code, JetBrains, terminál. Mit garantál a Plan és Act, a checkpoint, az auto-approve, és hol szivárog a biztonság?","Cline teszt: egy robot választ a nyitott szekrényben lógó sok kalap közül.",{"slug":2868,"published":2869,"updated":1217,"minutes":1741,"category":8,"tags":2870,"tagPages":2876,"keywords":2877,"about":2888,"sources":2896,"cover":2951,"og":2952,"expertise":77,"locales":2953,"lang":81,"title":2954,"description":2955,"coverAlt":2956},"voice-agents-realtime-latency","2026-06-10",[2871,2872,2873,2874,2875],"Voice agents","Realtime API","Latency","Telephony","AI Act",[],[2878,2879,2880,2881,2882,2883,2884,2885,2886,2887],"hangalapú ügynökök","speech-to-speech vs stt llm tts","openai realtime api","gemini live api","hangügynök késleltetési keret","turn detection és barge-in","pipecat vs livekit","ai hangügynök sip telefonia","német magyar hang ai","ai act 50. cikk hangbot tájékoztatás",[2889,2892,2895],{"name":2890,"url":2891},"Voice user interface","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FVoice_user_interface",{"name":2893,"url":2894},"Speech recognition","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FSpeech_recognition",{"name":596,"url":597},[2897,2900,2903,2906,2909,2912,2915,2918,2921,2924,2927,2930,2933,2936,2939,2942,2945,2948],{"title":2898,"url":2899},"OpenAI: Voice agents guide","https:\u002F\u002Fdevelopers.openai.com\u002Fapi\u002Fdocs\u002Fguides\u002Fvoice-agents",{"title":2901,"url":2902},"OpenAI: gpt-realtime model page","https:\u002F\u002Fdevelopers.openai.com\u002Fapi\u002Fdocs\u002Fmodels\u002Fgpt-realtime",{"title":2904,"url":2905},"OpenAI: Voice activity detection in the Realtime API","https:\u002F\u002Fdevelopers.openai.com\u002Fapi\u002Fdocs\u002Fguides\u002Frealtime-vad",{"title":2907,"url":2908},"OpenAI: Realtime API with SIP","https:\u002F\u002Fdevelopers.openai.com\u002Fapi\u002Fdocs\u002Fguides\u002Frealtime-sip",{"title":2910,"url":2911},"OpenAI: Realtime conversations (function calling, interruption)","https:\u002F\u002Fdevelopers.openai.com\u002Fapi\u002Fdocs\u002Fguides\u002Frealtime-conversations",{"title":2913,"url":2914},"Google: Gemini Live API overview","https:\u002F\u002Fai.google.dev\u002Fgemini-api\u002Fdocs\u002Flive",{"title":2916,"url":2917},"Google: Gemini Live API capabilities guide","https:\u002F\u002Fai.google.dev\u002Fgemini-api\u002Fdocs\u002Flive-guide",{"title":2919,"url":2920},"Deepgram: Flux quickstart","https:\u002F\u002Fdevelopers.deepgram.com\u002Fdocs\u002Fflux\u002Fquickstart",{"title":2922,"url":2923},"Deepgram: Models and languages overview","https:\u002F\u002Fdevelopers.deepgram.com\u002Fdocs\u002Fmodels-languages-overview",{"title":2925,"url":2926},"ElevenLabs: Agents platform overview","https:\u002F\u002Felevenlabs.io\u002Fdocs\u002Feleven-agents\u002Foverview",{"title":2928,"url":2929},"ElevenLabs: Text to speech models and languages","https:\u002F\u002Felevenlabs.io\u002Fdocs\u002Foverview\u002Fcapabilities\u002Ftext-to-speech",{"title":2931,"url":2932},"LiveKit: Agents overview","https:\u002F\u002Fdocs.livekit.io\u002Fagents\u002F",{"title":2934,"url":2935},"LiveKit: Turn detector","https:\u002F\u002Fdocs.livekit.io\u002Fagents\u002Flogic\u002Fturns\u002Fturn-detector\u002F",{"title":2937,"url":2938},"Pipecat: Introduction","https:\u002F\u002Fdocs.pipecat.ai\u002Fgetting-started\u002Fintroduction",{"title":2940,"url":2941},"Pipecat: Smart Turn model (GitHub)","https:\u002F\u002Fgithub.com\u002Fpipecat-ai\u002Fsmart-turn",{"title":2943,"url":2944},"Fora Soft: Voice AI agents on LiveKit, 2026 engineer playbook","https:\u002F\u002Fwww.forasoft.com\u002Fblog\u002Farticle\u002Fvoice-ai-agents-livekit-guide",{"title":2946,"url":2947},"EU AI Act: Article 50, transparency obligations","https:\u002F\u002Fartificialintelligenceact.eu\u002Farticle\u002F50\u002F",{"title":2949,"url":2950},"Jones Walker: Yes, August 2 still matters (AI Act delay and Article 50)","https:\u002F\u002Fwww.joneswalker.com\u002Fen\u002Finsights\u002Fblogs\u002Fai-law-blog\u002Fyes-august-2-still-matters-the-eu-approved-a-high-risk-ai-delay-but-most-trans.html?id=102nbon","\u002Fimages\u002Fblog\u002Fvoice-agents-realtime-latency\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fvoice-agents-realtime-latency\u002Fog.jpg",[79,80,81],"Voice agentek építése: realtime speech-to-speech vagy STT, LLM és TTS?","Realtime speech-to-speech vagy kaszkádolt pipeline? Késleltetési keret fázisonként, turn-taking, eszközhívások, SIP, német, magyar minőség, AI Act-közlés.","Hangügynökök építése: egy robot az egyik telefonba beszél, a spirálzsinóron stopper lóg.",{"slug":2958,"published":2959,"updated":2960,"minutes":393,"category":8,"tags":2961,"tagPages":2965,"keywords":2966,"about":2974,"sources":2978,"cover":3004,"og":3005,"expertise":77,"locales":3006,"lang":81,"title":3007,"description":3008,"coverAlt":3009},"crewai","2026-06-08","2026-09-28",[2962,2479,1680,2963,2964],"Multi-agent","Flows","Token cost",[1684],[2958,2967,2968,2969,2970,2971,2972,2973],"crewai vagy langgraph","crewai keretrendszer teszt","többügynökös keretrendszer python","crewai flow-k","crewai memória","crewai árak","ügynök keretrendszerek összehasonlítása",[2975],{"name":2976,"url":2977},"CrewAI","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FCrewAI",[2979,2982,2985,2988,2991,2994,2997,3000,3001],{"title":2980,"url":2981},"CrewAI documentation: introduction","https:\u002F\u002Fdocs.crewai.com\u002Fen\u002Fintroduction",{"title":2983,"url":2984},"CrewAI on PyPI: crewai 1.15.23","https:\u002F\u002Fpypi.org\u002Fproject\u002Fcrewai\u002F",{"title":2986,"url":2987},"CrewAI docs: Flows","https:\u002F\u002Fdocs.crewai.com\u002Fen\u002Fconcepts\u002Fflows",{"title":2989,"url":2990},"CrewAI docs: Memory","https:\u002F\u002Fdocs.crewai.com\u002Fen\u002Fconcepts\u002Fmemory",{"title":2992,"url":2993},"CrewAI docs: tracing","https:\u002F\u002Fdocs.crewai.com\u002Fen\u002Fobservability\u002Ftracing",{"title":2995,"url":2996},"CrewAI pricing","https:\u002F\u002Fwww.crewai.com\u002Fpricing",{"title":2998,"url":2999},"GitHub: crewAIInc\u002FcrewAI","https:\u002F\u002Fgithub.com\u002FcrewAIInc\u002FcrewAI",{"title":978,"url":979},{"title":3002,"url":3003},"AutoGen AgentChat user guide","https:\u002F\u002Fmicrosoft.github.io\u002Fautogen\u002Fstable\u002Fuser-guide\u002Fagentchat-user-guide\u002Findex.html","\u002Fimages\u002Fblog\u002Fcrewai\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fcrewai\u002Fog.jpg",[79,80,81],"CrewAI teszt: crewsek, flow-k és a tokenelsőszlám","A CrewAI, az MIT-licencű Python-keretrendszer: crew az autonóm, flow a kontrollált állapot. Mibe kerül egy futás tokenben, és hol fáj a felépítés?","CrewAI teszt: három robot evez egy csónakban, mögötte hosszú blokk úszik.",{"slug":3011,"published":3012,"updated":3013,"minutes":639,"category":8,"tags":3014,"tagPages":3018,"keywords":3019,"about":3028,"sources":3032,"cover":3048,"og":3049,"expertise":77,"locales":3050,"lang":81,"title":3051,"description":3052,"coverAlt":3053},"ai-generated-pr-review-bottleneck","2026-05-19","2026-09-17",[3015,92,3016,3017],"AI code review","Agentic engineering","Stacked PRs",[],[2754,3020,3021,3022,3023,3024,3025,3026,3027],"mi az a pull request","pull request szűk keresztmetszet","ai által generált pull requestek","stacked pull requestek","ügynök által írt pr-ek","kódreview folyamat","pr méretkorlát","github copilot kódreview",[3029,3030,3031],{"name":90,"url":110},{"name":344,"url":2199},{"name":2194,"url":2195},[3033,3036,3039,3042,3045],{"title":3034,"url":3035},"LinearB: What 8 million pull requests reveal about engineering productivity (May 2026)","https:\u002F\u002Flinearb.io\u002Fblog\u002F8-million-prs-engineering-productivity",{"title":3037,"url":3038},"Faros AI: The AI Productivity Paradox report (Jul 2025)","https:\u002F\u002Fwww.faros.ai\u002Fblog\u002Fai-software-engineering",{"title":3040,"url":3041},"Google Engineering Practices: Small CLs","https:\u002F\u002Fgoogle.github.io\u002Feng-practices\u002Freview\u002Fdeveloper\u002Fsmall-cls.html",{"title":3043,"url":3044},"GitHub Changelog: Stacked pull requests are now in public preview (Jul 2026)","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2026-07-30-stacked-pull-requests-are-now-in-public-preview\u002F",{"title":3046,"url":3047},"GitHub Docs: Copilot code review","https:\u002F\u002Fdocs.github.com\u002Fen\u002Fcopilot\u002Fconcepts\u002Fagents\u002Fcode-review","\u002Fimages\u002Fblog\u002Fai-generated-pr-review-bottleneck\u002Fcover.webp","\u002Fimages\u002Fblog\u002Fai-generated-pr-review-bottleneck\u002Fog.jpg",[79,80,81],"Az AI kódreview ma a szűk keresztmetszet: egy ügynök által írt PR-ek hulláma","Az AI kódreview nem bírja a terhet: mit mond az adat, méretkeretek, stacked PR-ek, AI az első körben, és ki marad felelős.","MI-kódreview szűk keresztmetszete: egy robot lapokat tesz magas kupacra a szűk tölcsér előtt, ahol egy ember olvas.",1793451238719]