AI News
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She Replaced Vibes With Metrics How One Team Cuts Hallucinations By Automating LLM Evaluations In Production
A team replaced vibe checks with automated LLM evaluation catching percent of hallucinations before deployment after a support assistant hallucinated policies to hundreds of users in production.
Optimizing RAG at Scale: Chunking Strategies, Hybrid Retrieval & Bayesian Search
A practical guide moving RAG from naive semantic search to a tunable pipeline achieving 95% recall@10 and cutting p95 latency by 62% through document-aware chunking, hybrid retrieval with reranking, query expansion, and Bayesian hyperparameter optimization.
The Bottleneck Was Never Generation: Building Governed Agentic Systems
AI agents create agentic technical debt faster than review can absorb it. Learn how multi-pass prompting, hard boundaries, and two-axis risk taxonomies build a governed factory that learns from every gate.
Frontend Standards Into an Installable AI Skill — for React, Next.js, Vue, Angular, Svelte, Nuxt, Astro, and Plain HTML/CSS
Open-source collection of installable AI skills enforces accessibility, Core Web Vitals, and code consistency across nine frontend stacks without re-prompting.
Agentproto 0.5.0: Credential Broker, Sandboxes, and Cost Accounting That Refuses to Lie
Agentproto 0.5.0 ships a credential broker, AIP-36 sandboxes with E2B provider, an eval harness with LLM-judge scoring, and per-session cost reporting with 'no-pricing' honesty across 37 packages.