Ship clean code.The fix is already written.
Continuous code remediation.
The Dispatch — the week in AI coding, distilled. Every Friday.
AI made every engineer faster at writing code.
Nobody made them faster at reviewing it.
You ship faster than you can review. Hyrax keeps review up to speed. Scanners pile findings onto the queue and leave the fixing to the team. Hyrax packages each one into a clean, pre-verified PR with the fix already written, so the debt goes down, not just the alert count.
"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
of new code at Google is AI-generated, up from 50% last fall.Source: Wall Street Journal · May 2026
of daily AI users report more security vulnerabilities in their code
review capacity, while AI-written code kept climbing. The bottleneck never scaled.
Hyrax opens is pre-verified against the build and test suite before you look at it.
Sources: Wall Street Journal, May 2026 · Harness Research Report, March 2026
Four pillars.
Zero drift.
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. It layers on top of the CI, linters, and test suite already in place. A deterministic scanner catches known patterns instantly at zero cost, six AI agents reason about the rest, and every fix runs the existing build and tests before a PR opens.
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
- Records a test baseline, then runs your suite
- Executes the fix using your conventions
- Opens PR ready for merge
- Closes ticket on merge
Result: The loop closes. You just review and merge.
Fits the existing
workflow.
GitHub for code. Linear for tickets. Hyrax connects the pieces without requiring behavior change.
Platforms
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.
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.
Humans retain absolute review and veto rights. Autonomous execution means no human in the critical path of writing the fix. It does not mean no human oversight. Hyrax opens a PR; you approve every merge, and every change is reversible.
Test baseline recorded first
Captures current behavior, then runs the existing suite against the change.
Tests fail - fix does not ship
Hard gate. Nothing is pushed without passing verification.
Convention-matched fix applied
Uses the codebase's actual patterns. Looks like the team wrote it.
Post-fix audit runs
Verifies the change did not introduce regressions.
You review, you merge, you can revert
Every change opens as a PR with a full audit trail. Hyrax never merges for you.
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 analyzedBuilding application profile...Convention discovered: async-error-handlingSource: bundle/error-handling.mdFound in: 142 occurrencesConfidence: highCreating .hyrax/ directory... PR #891Agent Context created... doneDiscovery complete. 10 minutes.
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.
Clear pricing.
No surprise bills.
One flat monthly price per workspace, not per seat. It includes a matching amount of usage that audits, scans, and fixes draw from. Stay inside it and you never pay more. Need more, and you opt in to overage in fixed chunks. Start free, no card required.
Free
1 private repo via the GitHub App. No commitment, no card.
- 1 private repo
Installed via the GitHub App
- 1 mini-audit per calendar month
Capped scan, top findings only
- Verified fixes from the findings
Each one tested before its PR opens
- No commitment, no card
Start immediately
- Full audit + scan
The full pipeline (Pro)
- PR reviews on every PR
Upgrade to Pro
Pro
For individual developers. Includes $30 of usage each month.
- $30 of usage included monthly
Audits, scans, and fixes draw from this. No rollover.
- Up to 3 repos
Public or private, via the GitHub App
- Full audit + scan
The full pipeline beyond Free's mini-audit
- PR reviews on every opened PR
Webhook-driven review comments
- Auto-publish to Linear
Findings become tickets in the workspace
- Need more than $30? Opt in to overage
Only past the included usage, in $15 chunks, billed to card
- Self-improvement learn loop
Team-only
- Public repos by URL
Team-only
Team
For teams. Includes $200 of usage, unlimited repos, learn loop.
- $200 of usage included monthly
Shared across the workspace. No rollover.
- Unlimited repos and seats
Connect every repo in the org
- Every Pro workflow
Audit, scan, discover, PR reviews, publish
- Self-improvement learn loop
Hyrax learns the patterns from accepted fixes
- Public repos by URL
Audit any public repo anonymously, no install
- Need more than $200? Opt in to overage
Only past the included usage, in $100 chunks, billed to card
Priced per workspace, not per seat. Included usage does not roll over. Overage is opt-in only. All AI inference runs on AWS Bedrock.
FAQ
Frequently asked questions
Clean code in. Clean PRs out. Hyrax audits your codebase, surfaces findings across security, correctness, maintainability, performance, architecture, and operations, then writes fixes and opens PRs. You review and merge every PR.
One flat price per workspace, not per seat. Free: 1 private repo, 1 mini-audit per month, verified fixes, no card. Pro: $30/mo with $30 of usage included, up to 3 repos, full audit pipeline, opt-in overage after. Team: $200/mo flat with $200 of usage included, unlimited repos and seats. Included usage does not roll over.
Pro: up to 3 repos, the full audit + scan pipeline, PR reviews on every opened PR, and auto-publish to Linear. Team: unlimited repos and seats, plus the self-improvement learn loop and public repos by URL.
Every fix runs through 13 steps before a PR opens: test baseline, fix agent, diff size guard, test regression, build, auto-format, lint, cross-project test, scanner quality loop, review loop, post-fix audit, detection query verify, push and PR. A failure at any critical step aborts the run.
Copilot and Cursor help you write code faster. Hyrax ships clean code. It audits issues, fixes them, and opens PRs for you to review and merge. 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 and easy wins, each with a change plan ready for Fix.
Every change ships as a pull request with the [Hyrax] prefix. PR Review reviews every opened 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 Pro and Team.
Hyrax works across 19 languages: Python, TypeScript, JavaScript, Go, Rust, Swift, Ruby, Java, Kotlin, C#, C++, C, PHP, Scala, Dart, Elixir, Shell, Lua, and MDX. It works with the frameworks built on them — React, Next.js, Vue, Svelte, Angular, Node.js, Django, Rails, Spring, FastAPI, Express, React Native, and Flutter.
GitHub for source control. Linear for 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.