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Built like a team of engineers, not a chatbot.

Three specialized agents. Docker-isolated execution. Real git operations. ShipRepo does the work — you review the PR.

🔍

Inspector agent

Parses the task, the error, and your repo to locate the exact file and function that should change. Returns confidence + reasoning.

💻

Fixer agent

Makes the minimal patch, preserves structure, avoids unrelated refactors. Uses a dedicated coder model (Qwen Coder / GPT fallback).

🧪

Validator agent

Runs your test suite in an isolated Docker container. If it fails, a debug loop refines the patch up to twice — no runaway retries.

Security you can verify

🛡️ Per-task Docker sandbox

  • → --network=none so repo code cannot exfiltrate data
  • → --read-only root filesystem with a scratch workspace
  • → 512 MB memory, 1 CPU, 3-minute hard timeout
  • → Container destroyed after every task

🔐 Encrypted credential vault

  • → BYOK keys stored AES-256-GCM, never logged
  • → GitHub tokens never passed to the LLM
  • → Redaction in step logs — no keys in audit trail
  • → Revoke any key in one click

Free vs Paid vs BYOK

Feature Free Playground Pro BYOK
Diff preview✓✓✓
GitHub PR creation—✓✓
Multi-agent (Inspector + Fixer + Validator)Inspector only✓✓
Retry loop—✓✓
Private repos—✓✓
Task limit5 / month250 / monthFair-use
Files changed per task155
Who pays the modelShipRepoShipRepoYou (your API key)

Ready to ship?

Connect a repo. Describe a bug. See what ShipRepo does in under 2 minutes.

Try 5 Tasks Free