Governance-as-code CLI for AI-assisted software teams (Tom Dörr tweet)

Tom Dörr @tom_doerr (2026-07-05)

Governance-as-code CLI for AI-assisted software teams

https://github.com/govctl-org/govctl

Stats: 268 likes, 26 retweets, 313 bookmarks, 17K views, 1 reply

GitHub: govctl

https://github.com/govctl-org/govctl

govctl is a governance-as-code CLI for teams using AI to build software seriously.

It gives AI-assisted development a control plane that lives in your repo:

RFCs say what must be true
ADRs record why a design was chosen
Work items track execution and acceptance criteria
Verification guards enforce executable completion gates

Why govctl

Most AI coding tools optimize for generation. govctl optimizes for delivery.

Without explicit governance, teams drift into the same pattern:

ideas jump straight into implementation
decisions live in chat history instead of artifacts
code and specs diverge silently
“done” means “the agent stopped typing”, not “the work passed verification”

Without govctl: prompt → code → drift → arguments With govctl: RFC / ADR → work item → guarded implementation → stable history

What Makes It Different

Spec-first by default — implementation follows governed artifacts (RFCs, ADRs, work items)
Artifacts are the control plane — lives in gov/ as TOML files with schema headers, diffable, PR-reviewable
One CLI agents can reliably operate — list, show, get, edit + resource-specific lifecycle verbs
Works in brownfield repos — /migrate workflow for incremental adoption

Quick Start

cargo install govctl
# Or: cargo binstall govctl
govctl init
govctl status
govctl rfc new "Caching Strategy"
govctl adr new "..."