VPE & CTO

Bug finding and repair consume
your engineering capacity.

Finding and fixing bugs takes capacity away from features, product improvements and customer commitments.

Early Research

Over half of estimated engineering effort.

Spent on repairs.

Our study of four open-source projects found that repairs accounted for over half of estimated engineering effort.

Download the white paper
Across four selected open-source projects in August-September 2026, repairs account for 7,408.5 of 13,215 estimated story points, or 56.1% of estimated effort.
Estimated in story points.

Analysis activity

Go beyond builds and tests.

Early analyzes how changes affect behavior across your projects and dependencies, during nightly runs or before releases.

What Early adds after code review
Early findings filtered by release, with Fix actions, priorities, titles, categories and finding classifications.
Findings and Fix actions in their release context.

Early Release Guard

Find bugs and fix them automatically.

Early finds bugs across configured projects and dependencies, then fixes them with tests for the affected behavior.

Fixes are delivered as Pull Requests for eligible findings. Your engineers review the changes and decide what to merge.

Open Early-generated Fix Pull Request showing the finding context, prepared-against branch, confirmed fix-time verdict and Developers reviewer.
Authorized users initiate fix generation. Engineers control the merge.

Real-world case · Pydantic AI

From a real bug to an Early-generated Fix PR

Early found a saved-state bug in Pydantic AI and created a Fix PR with a test.

Actual Early finding titled Failed load still overwrites saved REPL, with the Fix button visible
A real Pydantic AI bug. An Early-generated Fix PR.
[Explore the Pydantic AI case]

Get more from your engineering investment.

  1. Delivery

    Deliver on your roadmap faster

    Put more engineering capacity toward features and customer commitments, with less consumed by bug finding and repair.

  2. Quality

    Keep quality ahead of change

    Bug finding, automated fixes, tests and verification evidence help you deliver with confidence.

  3. Effort and cost

    Cut repair effort and cost

    Engineers review fixes instead of driving every repair from investigation through implementation.

Find. Fix. Know.

Automate repair. Scale engineering. Release with confidence.
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