Automatically diagnose and fix broken automations

flowchart TD trig>"automation failure detected"]:::trig s0["pull failure details"]:::task s1["ai diagnoses cause"]:::svc s2["send slack alert"]:::svc trig --> s0 s0 --> s1 gx{"× temporary glitch or real error"}:::gate s1 --> gx p00["rerun failed step"]:::task gx -->|"retry automatically"| p00 p10["apply code patch"]:::task gx -->|"patch underlying error"| p10 jn{"○ before alert"}:::gate p00 --> jn p10 --> jn jn --> s2 out[/"automation self-corrected"/]:::out pay{{"less firefighting for the team"}}:::pay s2 --> out out --> pay s1 -. "retries on failure" .-> s1 classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff