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Builder in the loop: Eric Lake on making AURA smarter after every incident

calendar_today June 5, 2026 person domain mezmo

Eric Lake discusses runbook automation as a critical missing element for on-call teams, explaining how AURA connects to GitHub-hosted runbooks via MCP and generates documentation after incident investigations. AURA stores memory from each incident so future responses benefit from accumulated context rather than starting from scratch.

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