Turn production exceptions into test-backed draft pull requests.
RepoMedic fetches a pinned commit, diagnoses the exact failing code path with NVIDIA Nemotron via Nebius Token Factory, generates a minimal surgical patch, and proves the fix in an isolated Vercel Sandbox before you approve a draft GitHub PR.
Multi-Agent Neural Repair Engine
Combines persistent Supabase episodic memory, real-time Tavily specification citations, and multi-call NVIDIA Nemotron 120B inference with isolated Vercel Sandbox proof.
Deterministic Quality & Safety Rings
6-Stage Autonomous Pipeline Latency Breakdown
Watch RepoMedic in Action (2:31 Smooth Walkthrough with Voiceover)
Auditable Closed-Loop Engineering Workflow
Every stage is persisted in Supabase with real exit codes, durations, and model telemetry. No simulated terminal streams or unverified code suggestions.
Pin & Ingest
Validates allowlisted repository and fetches source files at a pinned commit SHA with path traversal protection.
Baseline Reproduction
Executes the unmodified test suite in a clean Vercel Sandbox to confirm the exact failure exit code.
Nemotron Diagnosis
Calls NVIDIA Nemotron on Nebius Token Factory to isolate root cause, line numbers, and a minimal repair plan.
Patch & Verify (≤2x)
Applies a surgical diff in an isolated sandbox and re-runs the identical test command (with up to 1 reflection retry).
Gated Draft PR
Presents Proof of Fix. Only after explicit human approval of the SHA-256 diff hash does it open a draft PR.
What Judges & Engineers See in Every Proof of Fix
$ npx vitest run → Exit Code 1
7 passed, 1 failed (`tests/pricing.test.ts:63`)
- const effective = taxRatePercent || defaultRatePercent;+ const effective = taxRatePercent ?? defaultRatePercent;
$ npx vitest run → Exit Code 0
8 passed, 0 failed (Verified in isolated microVM)
Multi-Step Coding Agent with Episodic Memory & Real Actions
Built from the ground up as a multi-step, test-and-iterate engineering agent that remembers repository context and executes real, verifiable actions.
Nebius + Sandboxes + LangSmith
Powered by nvidia/nemotron-3-super-120b-a12b on Nebius Token Factory, Nebius Token Factory Sandboxes (Beta) (contree-sdk), and LangSmith (smith.langchain.com) 6-span trace trees & online evaluators.
Finished, Usable Developer UX
Crafted with the Genesis DESIGN.md system: custom vector brand identity, segmented navigation, 1-click Judge/Admin persona switching, side-by-side red/green sandbox proof cards, and WCAG AAA contrast.
99.3% MTTR Reduction (~45m → 18s)
Solves the #1 barrier to autonomous code repair in production: unverified AI diffs. Every candidate patch is tested in an isolated Vercel Sandbox microVM and audited by a 6-check static security scanner.
Test & Iterate + Episodic Memory
Recalls prior repository incidents and learned invariants from Supabase Postgres, iterates on compiler/test feedback in a bounded self-healing loop, and takes real actions (GitHub Draft PRs, SLSA attestations, Resend emails).