Comment @kody on a GitHub issue. Get back a planned, built, verified, and reviewed PR.
Closes #N. Passing quality checks. Implementation plan included. Just review and merge.
| Capability | Typical agents | Kody ADE |
|---|---|---|
| Execution | Single-shot prompt | 7-stage pipeline with quality gates |
| Testing | None or optional | Typecheck, tests, lint between stages |
| Code review | None | AI review in a fresh session, no build bias |
| Failure handling | Blind retry or abort | AI diagnosis — classifies, fixes, retries |
| Learning | Starts from scratch | Learns conventions from each run |
| Tool access | Sandboxed VM | Your CLI, build tools, MCP servers |
| Models | Locked to one provider | Any LLM, per-stage selection, auto-escalation |
| Price | $500+/mo or per-seat | Free & open source |
| Runs on | Hosted service | Your CI, your infra, no data leaves |
bootstrap analyzes your codebase and generates customized instructions for every stage. Not generic prompts—your patterns, your conventions.
After each run, Kody extracts coding conventions, patterns, and architectural decisions. The next run is smarter than the last.
Stages share Claude Code sessions. The build agent already knows the codebase from planning. No cold-start re-exploration between stages.
CI fails on a Kody PR? It fetches the logs, diagnoses the failure, and pushes a fix automatically. With loop guards to prevent infinite retries.
Periodic health monitoring. Pipeline health, security scanning, config validation. Posts findings as GitHub issues.
Runs as a GitHub Action, not a hosted service. Posts progress updates to issues, creates PRs, comments results. Your code never leaves your infra.
kody serve starts the same infrastructure locally—LiteLLM proxy, dev server, project memory. Launch Claude Code CLI or VS Code with one command.
@kody decompose splits complex tasks into independent sub-tasks that build in parallel, then merge, verify, and ship as one PR.
@kody review on any PR for structured code review with findings, severity levels, and GitHub approve or request-changes verdict.
| Command | What it does |
|---|---|
@kody |
Run full pipeline on an issue |
@kody review |
Standalone PR review with structured findings + GitHub approve/request-changes |
@kody fix |
Re-run from build with human PR feedback as context |
@kody fix-ci |
Fetch CI failure logs, diagnose, and push a fix |
@kody resolve |
Merge default branch into PR, AI-resolve conflicts, verify |
@kody rerun |
Resume from failed or paused stage |
@kody bootstrap |
Analyze repo, generate memory + step files + labels |
@kody approve |
Resume after questions or risk gate pause |
kody-engine serve |
Start LiteLLM proxy + dev server locally (infra only) |
kody-engine serve claude |
Above + launch Claude Code CLI with proxy routing |
kody-engine serve vscode |
Above + launch VS Code with proxy routing |
Set up in 5 minutes. Works with any GitHub repo.