docs: document new AI repoFs and writeback Prometheus histograms#793
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Summary
Documents five new AI-related Prometheus histograms exposed for self-hosted Lightdash monitoring.
Changes
ai_repofs_github_tree_duration_ms,ai_repofs_github_file_duration_ms,ai_writeback_sandbox_create_duration_ms,ai_writeback_compile_duration_ms, andai_writeback_run_duration_msto the AI agent metrics table in the Prometheus metrics reference.Context
Upstream PR lightdash/lightdash#24069 exposes repoShell GitHub latency and AI writeback sandbox/compile/run timings as Prometheus histograms so operators can track p50/p90/p99 over time.
cc @ChazUK