Open source reliability and bug fixing

I turn hard-to-reproduce bugs into small, reviewed fixes.

I help database, devtool, and AI infrastructure teams reproduce correctness issues, write regression tests, fix failing CI, and submit focused pull requests that maintainers can review quickly.

Proof of work

Real merged work matters more than a list of tools. These examples show correctness debugging, test coverage, production guards, and product implementation across active open-source projects.

Database

Turso savepoint rollback fix

Found and fixed a savepoint rollback/cache invalidation correctness bug, added deterministic simulator coverage, and received the project reward.

View PR #6626
Transactions

Turso DETACH transaction guard

Prevented DETACH on databases with active transactions and added SQL regression tests for read and write transaction behavior.

View PR #6521
API

XMem API key hardening

Added API key scopes, expiry, org/project bindings, validation checks, and production storage guards with test coverage.

View PR #176
Product

Rustchain explorer and faucet

Built a unified Keeper Explorer and Faucet interface with a Flask backend and deployment-ready UI work. Received a 1,000 RST project reward.

View PR #2342

Services

I am best suited for small, high-leverage engineering tasks where a team needs evidence, a reproducible case, and a fix that does not create extra review burden.

Bug reproduction and fixes

I reduce vague reports into minimal reproducers, compare expected behavior, and ship small fixes with regression tests.

Database correctness QA

Targeted checks for rollback, savepoints, schema changes, indexes, constraints, crash/reopen behavior, and integrity checks.

CI and test rescue

I debug failing checks, isolate flaky tests, clean test assumptions, and make the change easy for maintainers to verify.

Working style

The goal is not to send a big patch. The goal is to make the bug obvious, make the fix reviewable, and leave maintainers with less work than before.

Reproduce

Start with the smallest failing case I can prove locally.

Compare

Use reference behavior, logs, CI output, or documentation to pin down expected behavior.

Explain

Write the root cause in plain language before changing too much code.

Fix

Keep the patch small, direct, and aligned with the existing codebase.

Verify

Add a test that fails before the fix and passes after it.

Fixed-scope packages

Simple scopes make the work easy to evaluate. Pricing depends on repository size, setup difficulty, and whether the target is public or private.

Bug Repro Sprint

$250 to $600

  • One bug report or failing workflow
  • Minimal reproducer
  • Root-cause note
  • Fix plan or small PR if obvious

Correctness Patch

$600 to $1,500

  • Focused backend or database bug
  • Regression test
  • Small pull request
  • Review follow-up included

OSS Maintenance Block

$1,000 to $3,000

  • Issue triage and repros
  • CI cleanup
  • Small bug fixes
  • Weekly summary of shipped work

Available for fixed-scope work

Send me a bug, failing CI run, or risky area of your codebase.

I will tell you if I can reproduce it, what evidence I need, and whether it is a good fit for a small PR.