Blog/Topic
Web engineering with AI: Nuxt and Vue features, agent-ready websites, structured data, Core Web Vitals and commerce.
Web engineering
·10 min read
Product markup for B2B shops: snippet or merchant listing, which price to publish, part numbers, unit pricing, variants, Organization and SSR in Nuxt.
Web engineering
·9 min read
How to build an AI support assistant for a B2B shop: which requests to automate, tools that run in the customer context, handoff, AI Act and metrics.
Web engineering
·11 min read
Streaming AI chat UI in Vue and Nuxt: fetch streams, abort and retry, safe markdown, aria-live announcements, keyboard support and reduced motion.
Web engineering
·9 min read
How to translate product and website strings with LLMs without breaking placeholders, plurals or tone: glossary, ICU messages, QA checks and review gates.
Web engineering
·8 min read
How to set up Nuxt i18n so search engines index every language: routing strategy, useLocaleHead, hreflang rules, partial translations and sitemaps.
Web engineering
·14 min read
How to stop abuse and runaway cost on a public LLM route in Nuxt: auth, per-user rate limits, prompt caps, token budgets, Turnstile and spend limits.
Web engineering
·9 min read
What a B2B shop must expose so buyer-side procurement agents can find, compare and order: product data, price truth, quotes, identity and protocols.
Web engineering
·8 min read
How to automate RFQ handling with LLMs: document intake, line extraction, part-number matching, contract pricing and a review queue that stays fast.
Web engineering
·9 min read
How to automate B2B order entry from email with LLMs: reliable mailbox intake, line extraction, validation rules as code, idempotency and GDPR.
Web engineering
·8 min read
AI agent for a B2B customer portal: live order, invoice and reorder data, per-user permissions, the cache boundary and honest deflection metrics.
Web engineering
·8 min read
How to raise PIM data quality with LLMs: ETIM and ECLASS classification, unit and language normalization, duplicate detection and a stewardship queue.
Web engineering
·9 min read
How to onboard supplier product data with LLMs: deterministic BMEcat and Excel imports, PDF price list extraction, GTIN validation and supplier scorecards.
Web engineering
·9 min read
Where the Digital Product Passport stands in October 2026, which data a DPP record needs, and how LLMs extract supplier evidence without inventing values.
Web engineering
·8 min read
How punchout catalogs work: the cXML PunchOut and SAP OCI round trips, Secure OCI, what a supplier shop must implement, and when to buy a gateway.
Web engineering
·8 min read
How to sync orders between a B2B shop and the ERP: SAP OData, IDoc and BAPI options, the outbox pattern, idempotency keys and routine reconciliation.
Web engineering
·9 min read
llms.txt is a proposal, Markdown content negotiation is a header. What AI agents fetch, what the logs show, and how to serve both from Nuxt and nginx.
Web engineering
·12 min read
How B2B platforms resolve customer-specific prices, how to cache them without leaks, explain them in a dispute, test them and round VAT.
Web engineering
·12 min read
How to design RFQ and quote management in B2B: states, versioned quotes, price overrides, expiry rules, order conversion and a build checklist.
Web engineering
·12 min read
Grounded LLM enrichment for PIM attributes and copy: source spans, schema-checked output, confidence routing, provenance and cost per 1,000 SKUs.
Web engineering
·10 min read
Instrument on-site search with one event schema, five metrics with targets, position-bias-aware reading, a weekly zero-result review and GDPR limits.
Web engineering
·8 min read
Multiplayer 3D sailing in plain three.js: Gerstner waves shared by GPU and CPU, one sky function for sky, water and fog, and a tiny WebSocket relay.
Web engineering
·11 min read
Visual search for a B2B shop: image embeddings, OCR of part numbers, image-to-text lookups, hybrid filters, cost and evaluation on your own photos.
Web engineering
·11 min read
Caching a headless commerce front end in Nuxt: route rules, Nitro and CDN keys, ISR limits, tag purge, and keeping customer prices out of shared caches.
Web engineering
·11 min read
How the Nuxt Security module behaves in practice: safe defaults, strict mode trade-offs, nonce CSP in SSR and SSG, route rules and limits.
Web engineering
·12 min read
Component-level WCAG 2.2 patterns for Vue and Nuxt: focus in modals and Teleport, live regions, comboboxes, what axe-core misses, and a test ladder.
Web engineering
·10 min read
Browserbase rents managed Chrome per minute and Stagehand adds natural-language steps. What it costs, where the meters run and when plain Playwright wins.
Web engineering
·11 min read
WebMCP lets a page publish typed, callable tools to an in-browser agent. What the standard does, how much ships today, and when a plain MCP server wins.
Web engineering
·9 min read
Home Assistant on EPEX Austria prices, replayed hourly for a Tesla and a boiler: cheapest-hour charging at 6.5 vs 18.9 ct/kWh, saving about €590 a year.
Web engineering
·12 min read
Headless B2B product configurator: rule engine or solver, where rules live, server-side pricing, Nuxt on a commerce API, TYPO3 and 100k+ variants.
Web engineering
·13 min read
How to fix LCP, INP and CLS in Nuxt 4 sites and shops: images, hydration, fonts, third-party scripts, prerender vs SSR vs ISR, and measuring real users.
Web engineering
·12 min read
Syncing product data between SAP or Infor, Pimcore and a shop: delta vs full sync, change detection, idempotent imports, Messenger queues, replays.
Web engineering
·13 min read
Does the European Accessibility Act cover a B2B shop? Scope under BFSG and BaFG, the microenterprise exemption, 2026 enforcement and a WCAG 2.2 fix plan.
Web engineering
·9 min read
Agentic commerce protocols compared: what UCP covers, how AP2 proves a payment was authorized, where ACP fits, and what a shop should build now.
Web engineering
·12 min read
What generative engine optimization is, what the research really supports, and the GEO audit I ran on this site: 12 checks, 7 fixes, code included.
Web engineering
·10 min read
WebMCP in practice: declarative form attributes, document.modelContext.registerTool, tool annotations, security gates, local testing and a checklist.
Web engineering
·10 min read
Playwright: one Apache-2.0 API for Chromium, Firefox and WebKit, with a test runner, agent CLI and MCP server. What it costs and where it falls short.
Web engineering
·10 min read
ElevenLabs audio API review: model lineup, latency, credit and per-character pricing, tier-gated formats, and where OpenAI and Amazon Polly win.
Web engineering
·10 min read
Replicate: thousands of open models behind one prediction API, billed per second. Cold boots, version churn and the one-hour data deletion.
Web engineering
·9 min read
Nuxt AI end to end: a server route that holds the API key, streaming parts, strict structured output, tools needing approval, errors and Article 50.