Canonical: https://www.startearly.ai/
Updated: 2026-11-14

# Early Release Guard | Find Bugs. Create Fix PRs.

Early Release Guard is an AI-powered bug-finding and automated repair tool for QA and engineering teams. It analyzes code across the product and dependent projects and turns eligible findings into Fix Pull Requests with tests. Engineers review and control the merge.

QA moves from reporting bugs to driving fixes, expanding its impact without making engineering implement every fix.

## Scale QA’s impact

Early helps QA move beyond reporting bugs. QA can drive findings into fixes with tests, while engineers retain the review and merge decision. For engineering leaders, the goal is more capacity for features and customer commitments, with less effort spent driving every repair from the start.

## Find. Fix. Know.

| Owner | Action | Outcome |
| --- | --- | --- |
| Early | Analyze nightly changes, release candidates, and dependent projects. | Bug findings with affected behavior and investigation evidence. |
| QA | Investigate findings and initiate eligible fixes through authorized access. | Findings move into the fix workflow. |
| Early | Implement fixes and add tests. | Fix Pull Requests ready for engineering review. |
| Engineering | Review code and tests, validate behavior, and amend changes where needed. | Engineers decide which fixes to merge. |
| QA and release decision-makers | Follow finding outcomes and verification activity. | A view of what was verified and what still needs attention. |

## Complement the tools your team already uses

Keep your code-review process. Early gives QA and engineering leaders a dedicated bug-finding and fixing workflow across nightly changes, release candidates, and dependent projects, beyond an individual Pull Request.

[Compare Early Release Guard with AI code review](https://www.startearly.ai/release-guard/vs-ai-code-review/)

## Inspect the finding-to-fix evidence

- [Pydantic AI saved-state bug: finding to draft Fix PR](https://www.startearly.ai/case-files/pydantic-ai/saved-repl-state-finding-to-fix/). Early found a failure that could overwrite saved state and created a draft Fix PR with a test. The case records what was checked and what remained for engineering review.
- [Pydantic AI credential leak: Early discovery and fix, Pydantic upstream resolution](https://www.startearly.ai/case-files/pydantic-ai/mcp-credentials-in-traces/). Early discovered the credential leak, created a fix with a test, and reported it privately. Pydantic confirmed the issue and shipped its own broader fix.

## Research: the engineering cost of software repair

Early’s study covers four open-source projects: Pydantic AI, Zed, Mastra, and Astro.

| Measure | Result | Scope and basis |
| --- | --- | --- |
| Product PRs containing repairs | 60.6%: 7,293 of 12,038 | Eligible product PRs, February–September 2026. |
| Estimated effort spent on repairs | 56.1%: 7,408.5 of 13,215 story points | August–September 2026; estimated in story points, not recorded hours. |

The two measures use different time windows. They describe the repair burden in these projects, not a forecast of customer savings.

[Read the software-repair research](https://www.startearly.ai/research/software-repair/)

## Explore the workflow for your team

- [QA: move from finding bugs to driving fixes](https://www.startearly.ai/for/quality-teams/)
- [Engineering leaders: scale QA’s impact and engineering capacity](https://www.startearly.ai/for/engineering-leaders/)
- [Developers: review fixes with tests and context](https://www.startearly.ai/for/developers/)

[Book a demo](https://www.startearly.ai/book-a-demo/)

## Buyer questions

### What does Early find and fix?

Early finds and fixes new bugs, existing defects, and regressions across your product and dependent projects. It investigates nightly changes and release candidates, including behavior, integration, reliability, and security issues. Eligible findings become Fix PRs with tests.

### How does QA initiate fixes, and who controls the merge?

QA investigates the finding and initiates a fix through authorized access. Early implements the fix, adds tests, and delivers a Fix Pull Request. Engineers review the code and test results, make any needed changes, and control the merge.

## Source and next step

[Read the canonical page and its evidence](https://www.startearly.ai/).