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AI for Operations & Knowledge
Autonomous agents in production operations, automated diagnosis, and living engineering knowledge.
Articles in AI for Operations & Knowledge
AI for Operations & Knowledge
A Living Engineering Knowledge Graph, Refreshed From Every PR
How we auto-extract source-grounded engineering knowledge across more than a dozen repositories, keep it current from every merged PR, and make it trustworthy enough for AI agents to build on.
LegalZoom Engineering · · 7 min read
AI for Operations & Knowledge
Earning the Right to Act: Putting Autonomous Agents into Production Operations
How we run AI agents in real support and incident-response workflows without letting them run wild: capability constraints that make unsafe actions structurally impossible, a Slack-native approval contract, and a confidence-building diagnosis pipeline grounded in production telemetry.
LegalZoom Engineering · · 7 min read