getarbor.dev
From review signal to production-grade fix in one deterministic run.
PResolution ingests code review context, executes structured AI repair, and commits with traceable telemetry. No context switching. No hand-edited patch drift. Just reliable PR execution velocity.
Review intent captured
Thread context + file diff + line target packed as deterministic input envelope.
Structured AI fix synthesized
Schema-validated payload returns full file output, not ambiguous markdown text.
Invariant checks pass
Line-ratio safety guard and parse checks block malformed generations.
Commit and telemetry published
Git branch updates with timing traces and resolution metadata.
Platform architecture
Engineered for scale, clarity, and deterministic execution.
Structured output core
Schema-first generation with robust parsing and safe compatibility fallback paths.
Deterministic UI state machine
One-shot animation cadence backed by Web Animations API; no runaway loop churn.
Operational observability
Request IDs, server timing headers, and stage-level runtime logs for every pipeline pass.
Secure public surface
Error responses are sanitized for comments/UI while internal diagnostics remain in logs.
Total Runs
1
Completed command executions
Reliability
100%
Successful end-to-end runs
Speed
7.8s
Average pipeline turnaround
Ready to run this like a serious platform?
Wire your app, activate commands in review threads, and watch your resolution cycle collapse.