Autonomous Code Governance

Find. Fix. Ship. Close.

See a sample audit
billing-api / Connect
LIVE
Workflows
Scan128
Audit(12)
Findings(47)
Fix14
Open(14)
In fix(2)
Fixed(38)
Improve7
Suggestions(7)
In fix(2)
Govern24
PR Review(24)
Self-Improvement(34)
Admin
Users
Settings
API Keys
Billing
S
Sarah Chen
@sarah
github.com · install app
Install Hyrax on your org
Scoped permissions · selected repositories only
Read · Code (audit context · never stored)
Read · Metadata · webhooks · pulls
Write · Pull requests (Hyrax-opened only)
Write · Check runs (status on every PR)
Installing Hyrax · scoped GitHub permissions
The Vibe Slop Crisis

AI made every engineer faster at writing code.
Nobody made them faster at reviewing it.

Code output tripled. Review capacity stayed flat. Every tool the team bought made the list longer.

"Many companies are trading near-term productivity for long-term woes. Buggy software, service outages, security vulnerabilities, and mounting technical debt."

— Wall Street Journal, May 2026
75%

of new code at Google is AI-generated, up from 50% last fall

+51%

of daily AI users report more security vulnerabilities

0x

increase in review capacity. The bottleneck has not scaled.

Sources: Wall Street Journal, May 2026 · Harness Research Report, March 2026

Process

Four workflows.
Zero drift.

app.hyrax.ai / acme / api
Open Findings
47+12
Critical
3+1
Fixed via PR
142
Coverage
98%
critical
Hardcoded secret in environment loader
src/lib/env.ts:42 · Security
high
N+1 query in user resolver loop
src/api/users/resolver.ts:118 · Performance
high
Missing rate limit on public endpoint
src/api/auth/login.ts:24 · Security
medium
Inconsistent error shape in user-facing API
src/api/users/index.ts:67 · API
low
Dead code in legacy auth helper
src/lib/auth-legacy.ts:201 · Code Quality
Why It Works

Every other tool waits for you
to submit a PR.

Then it tells you what is wrong. Then you fix it. Then you resubmit. Then it finds something else. Hyrax works differently.

Reactive Tools

  • Wait for PR submission
  • Comment on what is wrong
  • Developer interprets feedback
  • Developer makes changes
  • Re-review required
  • Repeat until merged

Result: Longer PR cycles. Engineer time in the loop.

Hyrax

  • Reads entire codebase continuously
  • Finds issues before PRs exist
  • Writes baseline tests automatically
  • Executes the fix using your conventions
  • Opens PR ready for merge
  • Closes ticket on merge

Result: The loop closes. Zero engineer hours.

Integrations

Fits the existing
workflow.

GitHub for code. Linear for tickets. Hyrax connects the pieces without requiring behavior change.

Platforms

GitHub
PR creation, code reviews, check system integration
Linear
Ticket creation, lifecycle tracking, auto-close on merge

Capabilities

GitHub Check System

PRs include full context. Living comments update as code changes. Green check or red X that can block merges.

Ticket Lifecycle

Tickets created with severity, effort estimate, and risk. Closed automatically on merge.

Agent Context

Every AI workflow loads full codebase context from .hyrax/ automatically.

Convention Matching

Fixes use the repo's actual patterns. The code looks like the team wrote it.

Safety Architecture

Safe by design.

This is not a system that makes changes and hopes for the best. It is a governance layer with more verification steps than most human review processes.

Autonomous execution means no human in the critical path. It does not mean no human oversight. Every change is reviewable and reversible. Humans retain review rights.

Current scope: Bugs and security issues (no functionality change). Bug fixes do not require human validation; feature additions do.
01

Baseline tests written first

Define expected behavior before any change executes.

02

Tests fail - fix does not ship

Hard gate. Nothing is pushed without passing verification.

03

Convention-matched fix applied

Uses the codebase's actual patterns. Looks like the team wrote it.

04

Post-fix audit runs

Verifies the change did not introduce regressions.

05

PR opened - reviewable and reversible

Full audit trail. Engineering team retains review rights.

For developers

One command.
The loop closes.

Install the GitHub App. Discovery runs automatically. In 10 minutes, your codebase knows itself. From there, every audit and fix runs autonomously.

GitHub App

Install once. PRs, issues, and checks handled.

Webhooks

Trigger workflows from Linear or API.

Linear

Tickets created and closed automatically.

Agent Context

Every workflow loads full codebase context.

[hyrax:discovery] Starting codebase analysis...
Reading codebase...           38 files analyzed
Building application profile...
Convention discovered: async-error-handling
  Source: bundle/error-handling.md
  Found in: 142 occurrences
  Confidence: high
Creating .hyrax/ directory... PR #891
Agent Context created...      done
Discovery complete. 10 minutes.
Join the waitlist
Built for every role

Built for every engineering role.

Engineer

Stop context-switching between writing code and fixing linter warnings, security flags, and stale patterns. Hyrax handles the mechanical fixes. You stay in flow on the work that matters.

Senior Engineer / Tech Lead

Review queues grow faster than you can clear them. Repetitive fixes eat time that should go to architecture. Hyrax handles pattern detection and the fix lifecycle. You review design and business logic.

Engineering Manager

Technical debt accumulates faster than sprints can address. Hyrax closes tickets instead of opening comment threads. The backlog shrinks without sprint allocation.

VP Engineering / CTO

Code output tripled. Review capacity did not. Hyrax is the governance layer - auditing, fixing, and maintaining trails across every repo.

Pricing

Clear pricing.
No surprise bills.

Join the waitlist. No credit card required.

Free

$0

1 repo. 15 findings, 15 fixes per month.

  • 1 repository
  • 15 findings / 15 fixes per month

    Resets monthly - re-audit anytime

  • Scoped audit

    Surfaces top-priority findings only

  • 13-step verification

    Every fix verified before PR

  • GitHub + Linear

    Core integrations

  • Full-depth audit

    Upgrade to Pro

Pro

$30/mo

1 user, up to 3 repos. $30 of credits each cycle.

  • $30 of credits each cycle

    Resets monthly, no rollover

  • Up to 3 repositories

    Unlimited repos on Team

  • Claude Sonnet 4.6 + Opus 4.7

    All AI runs on AWS Bedrock

  • Discovery + Audit + Fix

    Core workflows

  • 13-step verification

    Every fix verified before PR

  • GitHub + Linear

    Core integrations

  • Improve + Govern

    Upgrade to Team

Most Popular

Team

$200/mo

Unlimited users, unlimited repos. $200 of shared credits.

  • $200 of shared credits

    Across the org each cycle

  • Unlimited users

    No per-seat fee

  • Unlimited repositories

    Connect the entire org

  • Claude Sonnet 4.6 + Opus 4.7

    Deep analysis on every file (AWS Bedrock)

  • Improve workflow

    Continuous improvement

  • Govern

    Automated PR review + pattern extraction

  • Role-based access

    Viewer, Member, Admin, Owner

  • Audit logs + Team analytics

    Full visibility

All AI inference runs on AWS Bedrock. Credits do not roll over.

FAQ

Frequently asked questions

Everything you need to know before you start.

One repo, 15 findings surfaced, up to 15 fixes per month. No credit card required. Each month resets: re-audit the code and get a fresh set of findings.

Free: 1 repo, 15 findings/fixes per month. Pro: $30/mo with $30 of credits and up to 3 repos. Team: $200/mo flat with $200 of shared credits, unlimited users, unlimited repos. Credits do not roll over.

Pro: 1 user, up to 3 repos, Sonnet 4.6 + Opus 4.7 audit, Discovery + Audit + Fix workflows. Team: unlimited users, unlimited repos, Sonnet 4.6 + Opus 4.7 audit, Improve + Govern workflows, RBAC, audit logs, and team analytics. Free tier gets scoped audit, 15 findings, 15 fixes per month. All AI runs on AWS Bedrock.

Every fix runs through 13 steps before your PR opens: (1) test baseline, (2) fix agent, (3) diff size guard, (4) test regression, (5) build, (6) auto-format, (7) lint, (8) cross-project test, (9) scanner quality loop, (10) review loop, (11) post-fix audit, (12) detection query verify, (13) push and PR. A failure at any critical step aborts the run.

Copilot and Cursor help you write code faster. Hyrax is autonomous code governance - it audits your issues, fixes them, opens your PRs, and closes your tickets without you in the loop. Different category, different outcome.

Scan profiles your entire codebase - your architecture, conventions, patterns - and creates an Agent Context stored in your .hyrax/ folder. Then it runs six agent groups plus a deterministic scanner. Scan produces findings - each with a change plan ready for Fix.

PR Review reviews every pull request automatically against your codebase conventions, leaving comments that update as your code changes. It can block merge on must-fix findings. Available on Team plan.

Improve surfaces what could be better: refactors, modernizations, dead code. Same engine as Scan, different lens. Improve produces suggestions - you decide which ones to act on. Available on Team plan.

Hyrax works on your entire codebase. Frontend: React, Next.js, Vue, Svelte, Angular. Backend: Node.js, Django, Rails, Spring, FastAPI, Express. Mobile: React Native, Flutter. Infrastructure: Terraform, Kubernetes configs. TypeScript, JavaScript, Python, Go, Java, Rust, and C# have the deepest support.

GitHub for your source control. Linear for your ticket management - tickets are created on audit and closed automatically when fixes merge.

All inference runs in our AWS Bedrock account. We do not train on your code. Audit logs available on Team.

Start Shipping

You push code.
Hyrax ships the fixes.

No more context-switching to fix scanner noise. No more triaging findings you did not write. Ship features. Hyrax handles the rest.

No credit card required. First fix in 10 minutes.