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Tagged: genai
Evals for GenAI and Agents: Single-Turn vs Multi-Turn Testing in CI
Compare trace-based single-turn evals with simulator-driven multi-turn evals, covering goldens, LLM judges, agent metrics, CI gates and seven working practices.
8 min readMore Agents ≠ Better AI: What I Learned Building a Multi-Agent
More agents don't mean better AI. Lessons from a multi-agent interview panel with technical and behavioral agents, structured output and a local LLM setup.
13 min readPractical notes: UI/UX Paradigm Shift — A2UI, AG-UI, MCP Apps & Web MCP
Operable walkthrough of Practical notes: UI/UX Paradigm Shift — A2UI, AG-UI, MCP Apps & Web MCP: contracts, checks, and drop-in code slots for teams shipping this pattern.
7 min readPractical notes: Should AI Agents Pay Every Time They Use Human Knowledge?
Operable walkthrough of Practical notes: Should AI Agents Pay Every Time They Use Human Knowledge?: contracts, checks, and drop-in code slots for teams shipping this pattern.
11 min readPractical notes: Inside ARD: How the Agentic Resource Discovery Spec Actually
Operable walkthrough of Practical notes: Inside ARD: How the Agentic Resource Discovery Spec Actually: contracts, checks, and drop-in code slots for teams shipping this pattern.
22 min readPractical notes: Vector Databases for Production RAG: Indexing, Hybrid Search
Operable walkthrough of Practical notes: Vector Databases for Production RAG: Indexing, Hybrid Search: contracts, checks, and drop-in code slots for teams shipping this pattern.
34 min readPractical notes: What Is Retrieval-Augmented Generation (RAG)? A Practical
Operable walkthrough of Practical notes: What Is Retrieval-Augmented Generation (RAG)? A Practical: contracts, checks, and drop-in code slots for teams shipping this pattern.
6 min read50 AI Projects to Build in 2026: Retrieval Augmented Generation to Autonomous Agents
Fifty hands-on AI projects for 2026, from retrieval augmented generation apps to autonomous agents, chosen to build the shipping skills hiring managers want.
5 min read
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