Most coding tools hand you a diff. aiorch hands you a reviewed PR. It decomposes a task across parallel agents, auto-routes each to the best model (Claude, GPT-5, Kimi, Codex, Ollama — your keys), and runs three review rounds before opening the PR. Cross-provider routing first-party tools can't match. Runs in your Docker. Code never leaves the container. 0% token markup. Battle-tested on a 300k-line Rust telecom platform — multi-day refactors done overnight.
Hey everyone,
Necip here, the founder.
I built aiorch because I kept getting PRs that "AI wrote" but nobody had reviewed. Single-agent tools hand you a diff and the review burden stays with you.
aiorch makes the agents review each other before you ever see the diff. Three layers:
- An in-loop reviewer that critiques each coder and demands revisions until the work passes spec
- An independent auditor with no shared context (adversarial, not confirmatory)
- Integration tests across merged branches — no PR opens unless everything passes
The harder piece to build was cross-brand routing. Claude Code only runs Claude. Codex only runs OpenAI. That gap won't close — it's a commercial conflict, not a feature one. aiorch decomposes your task and routes each subtask to whichever model is best for the job: Claude, GPT-5, Kimi, Codex, or local Ollama. Mix them in a single run with your own keys.
Everything runs in your Docker container. Your code never leaves. Zero telemetry, 0% token markup — you pay providers at list price.
I dogfooded this hard while building TravelCalls — a 300k+ line autonomous Rust voice-agent stack for telecom. Multi-day refactors finished overnight as reviewed PRs. That pressure shaped the product.
5 minutes from `docker pull` to your first orchestrated session.
Two things I'd love to hear from you:
- What kind of work do you currently *not* trust AI agents with because of the review burden?
- If you've tried Claude Code or Codex and bounced — what was the trigger?
Happy to dig into anything technical.
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