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Devin alternative for AI-native engineering teams

Devin writes the code.
Hyrax architects above it.

Devin from Cognition takes a ticket and works it autonomously in its own environment, which is genuinely useful for well-scoped tasks. Hyrax is the layer above the agents: it decides what work is worth doing and whether the result fits the system.

Hyrax audits roughly 400 of its own repositories.

Free plan: full access, up to 100 PR reviews a month, a $30 starter credit, and $10/month ongoing.

13verification steps per fix
6audit domains
$0to start, credits included
hyrax/fix-session-timeout
Merge-ready

[Hyrax] Refresh session token before expiry

hyrax-bot wants to merge · +24 −6

13 / 13 checks passed
Baseline test written
Type check
Unit + integration tests
Post-fix audit clean
CI pipeline confirmed
8 more, including isolated worktree, diff size guard and reviewer agent
Verified end to end, with no Devin handoff

Why teams switch

What changes when Hyrax runs above the tools.

Judgment above the agents

Devin executes the task it is given. Hyrax decides what is worth doing and whether the result fits the system it lands in.

Verified before review

Every fix runs the project baseline tests, build and lint, and passes a second reviewer agent, before the pull request exists.

Context that compounds

The map of the codebase lives in the repository and improves with every merge, so the next decision starts from everything learned before it.

Comparison

One ticket at a time, or the codebase as a whole.

Unit of work
DevinThe assigned ticket, worked in a cloud workspace.
HyraxThe whole repository, audited continuously across six domains.
Codebase context
DevinBuilds understanding per session, with a wiki over the repository.
HyraxA durable map committed to the repository as HYRAX.md and .hyrax/discovery, so it improves as the codebase changes.
Output type
DevinPull requests produced by autonomous sessions.
HyraxVerified pull requests, plus findings ranked by severity and effort.
Verification
DevinRuns tests in its own workspace, and repository CI gates the pull request.
HyraxBaseline tests, build, lint and a second reviewer agent run against the project itself before a pull request opens.
Human control
DevinThe team reviews sessions and merges.
HyraxA human approves and merges every pull request. Hyrax never merges on its own.
Delivery surface
DevinSlack, the Devin web app and GitHub.
HyraxGitHub pull requests, with findings and posture in the Hyrax console.
Pricing model
DevinUsage based on compute credits, starting around $20 per month.
HyraxFree plan with a $30 starter credit and $10/month ongoing. Paid is $30 per user per month and each paid user gets $30/month of credits.
Start freeGitHub-native. Human-controlled. Verified before merge.

Workflow

Comments on a diff, or a verified pull request.

Devin
  1. 01A developer assigns Devin a task.
  2. 02Devin writes code for that task and stops when the task is done.
  3. 03The team decides whether the change fits the wider system, then merges.
Hyrax
  1. 01Maps the codebase and keeps the map in the repository
  2. 02Applies architectural judgment across six domains
  3. 03Opens a verified pull request that a human merges
GitHub-native
Human approval before merge
Verified pull requests
No training on customer code

Getting started

From install to the first verified pull request.

01

Install the GitHub App

Grant read access to the repositories in scope. No card is required to start.

02

Hyrax maps the repository

Discovery writes HYRAX.md and .hyrax/discovery into the repository, so humans and AI tools read the same context.

03

Review the first pull request

Approved improvements arrive as verified pull requests. A human merges every one.

The honest verdict

Both tools solve real problems.

Choose Devin if

There is a backlog of well-specified tickets and the team wants an agent to work them end to end. Devin is built for delegated execution of that kind.

Choose Hyrax if

The harder question is which work matters and whether the result belongs in the system. Hyrax audits six domains, ranks findings, and verifies every fix against the project itself.

Devin pricingFrom ~$20/mo usage

Usage based compute credits, with team plans above it.

Hyrax pricing$0 to start

Free plan with a $30 starter credit and $10/month ongoing. Paid is $30 per user per month, and each paid user gets $30/month of credits.

FAQ

Questions about Devin and Hyrax.

Yes, and most teams run both. Devin keeps doing its job. Hyrax works at the level of the whole codebase, decides what is worth changing, and delivers verified pull requests. Nothing about the Devin setup has to change.

Discovery writes HYRAX.md and a .hyrax/discovery directory, which document the architecture, conventions and risk areas of the codebase. Everything else arrives as a normal pull request on its own branch. Hyrax has no write access to the default branch.

The free plan includes full access, a $30 starter credit and $10/month of credits ongoing, with no card required. The paid plan is $30 per user per month, and each paid user gets $30/month of credits. Pull request reviews are included on every plan.

Installing the GitHub App and granting access to a repository takes a few minutes. Hyrax maps the codebase, then runs the first audit and returns findings ranked by severity and effort. The first verified pull requests follow once an audit is approved.

Build what you're proud to ship.

GitHub-native. Human-controlled. Verified before merge.