Changelog
2026-05-09by Fatih
100 agents: the AI Operations Team completes the milestone
Wave 7, the final wave of the 100-agent expansion, adds 9 AI Operations agents and 27 skills covering model serving, evals, tracing, safety, cost, and retrieval.
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AI Operations Team (Wave 7 of 7)
The final wave to hit the 100-agent milestone:
- -Deploy: model serving, inference APIs, blue/green deploys, canary releases
- -Evals: LLM eval harnesses, benchmark suites, automated regression
- -Trace: LLM tracing, span capture, cost attribution, AI observability
- -Guard: input/output safety filters, PII detection, content moderation
- -Budget: LLM spend tracking, cost optimization, budget alerts
- -Token: context window optimization, token counting, chunking strategies
- -Prompt: system prompt design, few-shot libraries, prompt versioning
- -Embed: embedding model selection, vector pipeline design, similarity search
- -Rank: retrieval reranking, relevance scoring, learning-to-rank
Each agent ships 3 skills, 27 total, bundled at bundle/ai-ops-team/. 100 agents total across 10 teams.