KeelenCompare — Keelen vs Devin
Compare the work and controls.
Devin documents Review actions, GitHub-synced comments, and merge and auto-merge controls. Keelen provides a Request and roadmap workflow with its own project settings. Both can use GitHub pull requests. For a useful comparison, match the repository, model or subscription, review policy, required checks, and merge policy you would actually configure.
Keelen is an autonomous AI coding agent for GitHub repositories. It turns requests into a standing roadmap, plans tasks with acceptance criteria, and implements changes as pull requests using AI credentials you connect. Use it to build internal tools, progress a team's backlog outside working hours, and act on selected findings from Security, Legal and Controls scans. You set the project's approval and merge controls; execution depends on available capacity, provider limits and decisions that need you.
✓ / ~ / ? — this is a dated workflow comparison, not a feature, price, or quality ranking. A result depends on each product's configuration. Check the linked provider documentation and your repository settings before use.
Primary sources: Devin: Review
The unit of work
Devin's documented review workflow covers pull request review and GitHub-synced comments. It does not establish how every Devin configuration handles a roadmap, planning context, or a provider subscription. Verify those choices in the current provider docs.
Keelen lets a project use Requests and a roadmap. Its continuation and merge behavior are governed by that project's configured controls, not by a claim that other agents lack those options.
Verification, not vibes
Autonomy without gates is a liability. Keelen can apply its review and verification controls when the project is configured for them. A separate adversarial review and review window can precede gated auto-merge. Red-first proof and the clean-checkout suite require a verified project test command. Merge protection depends on configured required checks. You can also use plan review, manual merge, or branch-only mode.
When a run fails, that's data, not a mystery. Every failed run is classified into one of 30 failure kinds. Infrastructure blips and provider limits retry on a budget and never count against your work; real dead ends become one plain-English card in your Needs-you queue with a recommended action, and the project pauses instead of burning your quota.
Whose account it runs on
Keelen runs on credentials you connect: Anthropic Claude (subscription login or API key, via Claude Code), Codex, GLM, Kimi, or Grok. Grok accepts a SuperGrok sign in or xAI API key. AI usage stays on your provider account. Keelen charges a flat monthly tier ($29 / $79 / $299) and never marks up tokens. Provider allowances, limits, and billing depend on the connected provider plan. Keelen's tier is separate from that provider plan.
FAQ
How is Keelen different from a cloud coding agent like Devin?
Devin documents PR review, GitHub-synced comments, and merge controls. Keelen offers Requests, a roadmap, and project-level controls. Match the actual repository, provider, review, and merge configuration before choosing.
Does Keelen need a prompt for every task?
No. You submit free-form requests when you have new intent; Keelen's PM layer classifies them into roadmap items, expands the top item into tasks, and the scheduler works through them unattended. You reorder priorities and answer clarifying questions; you don't dispatch tasks one by one.
What happens when a Keelen run fails?
Every failed run is classified into one of 30 failure kinds. Infrastructure blips and provider limits retry on a budget and never count against your work; real dead ends become one plain-English card in your Needs-you queue with a recommended action, and the project pauses instead of burning your quota.
Can a human approve work before it merges?
Yes, per project. Require plan review — product and/or developer sign-off before any code is written. Set merge to manual and Keelen opens the PR but leaves the button to you. Or choose branch-only and it never opens PRs at all.
Whose AI account does Keelen run on?
Keelen runs on credentials you connect: Anthropic Claude (subscription login or API key, via Claude Code), Codex, GLM, Kimi, or Grok. Grok accepts a SuperGrok sign in or xAI API key. AI usage stays on your provider account. Keelen charges a flat monthly tier ($29 / $79 / $299) and never marks up tokens.