kaixn mines your codebase into a versioned record of the architecture and product decisions behind it. Your team ratifies the rules, and your agents build from them.
When agents write most of the code, volume stops being the bottleneck. The real risk is code that quietly diverges from the architecture and product decisions your team already made.
Review moves up the stack. The question is no longer “is this line correct?” but “does this honor the decision we made?” That judgment is the part that didn’t get cheap.
The same governed handbook, seen from three sides. Intent, review, and execution finally point at one place.
A PM writes plain-language intent. kaixn turns it into a typed proposal checked against your constitution, and surfaces the paths a change touches before engineering starts.
When a PR lands, kaixn shows which architectural patterns it introduces or evolves, and what it leaves incomplete. You review the constitutional delta instead of the line diff.
Committed proposals become grounded agent contracts. Over MCP, agents read your norms, get pattern guidance, and submit changes back through a gated path.
Decisions flow through the work and come back stronger each cycle.
kaixn reads code, docs, and ADRs into candidate norms.
Your team promotes the norms worth committing to.
Intent becomes a typed, conflict-checked proposal.
Each PR is checked for drift against governed norms.
Learnings return through a gated, provenance-tracked path.
kaixn mines your codebase and its history to surface the architecture decisions already implicit in it, then holds new work to that standard.
kaixn governs layering, seams, dependency injection, error handling, trust boundaries, and concurrency. It owns the decisions, and your agents write the code.
Testing strategy, PR hygiene, and security practices live as governed norms your team ratifies and evolves.
Decisions are mined from your code, conflict-checked as typed proposals, and committed with full provenance. They stay current instead of going stale.
Be first to govern your team's decisions. No spam, just launch news.