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Codex code review alternative for AI-native engineering teams

Codex reviews changes.
Hyrax judges the system.

Codex can review a pull request and then take a follow-up task, which makes it useful for closing small gaps quickly. Hyrax evaluates whether work fits the system it lands in, and proves it by running the project test suite before the pull request opens.

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 Codex code review handoff

Why teams switch

What changes when Hyrax runs above the tools.

The codebase, not the diff

Codex code review sees the change in front of it. Hyrax audits the whole repository, so problems that no single pull request touches still surface.

Verified before it arrives

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

How Hyrax and Codex code review make decisions.

Unit of work
Codex code reviewThe pull request, reviewed by a delegated run.
HyraxThe whole repository, audited continuously across six domains.
Codebase context
Codex code reviewReads the repository at review time, guided by AGENTS.md.
HyraxA durable map committed to the repository as HYRAX.md and .hyrax/discovery, so it improves as the codebase changes.
Output type
Codex code reviewReview findings, and a follow-up task when asked.
HyraxVerified pull requests, plus findings ranked by severity and effort.
Verification
Codex code reviewCan run tests inside its sandbox during the run.
HyraxBaseline tests, build, lint and a second reviewer agent run against the project itself before a pull request opens.
Human control
Codex code reviewThe team reviews the diff and merges.
HyraxA human approves and merges every pull request. Hyrax never merges on its own.
Delivery surface
Codex code reviewGitHub, ChatGPT and the CLI.
HyraxGitHub pull requests, with findings and posture in the Hyrax console.
Pricing model
Codex code reviewChatGPT plans from $20 per month, or API usage.
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.

Codex code review
  1. 01A pull request opens and Codex code review reads the diff.
  2. 02Codex code review returns comments, summaries and suggested changes.
  3. 03The team interprets the feedback, makes the edits, and 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 Codex code review if

The team already uses Codex for tasks and wants review in the same place. Keeping one tool for both is a fair reason to choose it.

Choose Hyrax if

Deciding what deserves attention matters more than reviewing what arrived. Hyrax audits six domains across the repository and verifies every fix against the project itself.

Codex code review pricingFrom $20/mo

ChatGPT subscription or API usage.

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 Codex code review and Hyrax.

Yes, and most teams run both. Codex code review 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 Codex code review 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.