· 15 min read · Agentic architecture
Multi-agent reference architecture in production
What the sources say about multi-agent systems in production: where vendors agree, where they split, and what the research did not find.
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Evals in CI posts
All posts tagged Evals in CI, newest first.
Articles
· 8 min read · Agentic architecture
Evals in CI for LLM agents, without a golden answer
How to build an eval set from production traffic, score an LLM agent without a golden answer, and fail a merge in CI when it regresses.
· 6 min read · AI operating model
Why your AI pilot never reached production
Most AI pilots stall on ownership, data rules and a missing outcome metric, not the model. Here is what has to be true before one reaches production.
ai-pilots · production-readiness · ai-governance · evals-in-ci