>Founding Engineer @ Matchory. Passionate OSS dev with 15y experience. Sucker for type safety, elegant abstractions, and DevEx.
Real coding sessions · never self-reported
Where the tokens go
62% delegating · 2315.5M classified tokens
827 builds predate classification and aren't included.
Coordinated parallel reviews and caught RFC compliance issue
47.4M tokens
Coordinated parallel reviews through CI, caught a race condition in parallel work, and found an RFC 9110 compliance bug.
Shipped six schema and error handling improvements
46.7M tokens
Merged six approved PRs improving schema nullability handling, error responses, and test infrastructure.
Fixed the GitHub automation workflow with unified production lessons
2122 sessions tracked this week across all builders
Fixed permissions and integrated lessons from production runs to improve the automation skill's reliability.
Caught and fixed a bug missed in automated review
13.7M tokens vs typical 588.4K
Discovered a merged PR had incomplete reviewer verification and corrected the overlooked bug.
Coordinated three parallel PRs and landed the first one
7.9M tokens vs typical 588.5K
Merged the first of three coordinated pull requests to main.
Conducted architectural review and filed 13-issue epic
313 sessions tracked this week across all builders
Filed 13-issue epic addressing architectural improvements in the OpenAPI generation pipeline.
Shipped multi-feature development cycle with comprehensive testing
17.5M tokens vs typical 593.7K
Coordinated development and testing of multiple features, then merged to main with comprehensive verification.
Identified false positives in success response validation
11.7M tokens vs typical 593.7K
Identified false positives when success response validation was applied to operations without success definitions.
Orchestrated parallel bug fixes through coordinated reviews
17.3M tokens vs typical 611.0K
Coordinated multiple bug fixes through concurrent code reviews and approval workflows.
Shipped refactored response system with test coverage
2056 sessions tracked this week across all builders
Merged response system refactor to main and verified full test suite integration.
Orchestrated autonomous run: two merges, six escalations
30 consecutive days
Ran autonomous team to completion, merging two PRs to main and escalating six for human review.