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Where the tokens go
63% delegating · 965.3M classified tokens
795 builds predate classification and aren't included.
Fixed non-deterministic SBOM generation across environments
1280 sessions tracked this week across all builders
Standardized SBOM generation so local and CI output match consistently
Refactored SBOM parsing and fixed license field regression
5.8M tokens vs typical 950.0K
Upgraded SBOM library dependency and fixed license field handling regression found by comprehensive tests.
Verified CodeQL alerts as false positives
Confirmed three CodeQL alerts were false positives and resolved all GitHub review threads.
Consolidated test infrastructure and removed duplication
636 sessions tracked this week across all builders
Removed duplicate test helpers and consolidated setup to eliminate redundancy and improve maintainability.
Surveyed OpenAPI annotation coverage across real apps for field report
1306 sessions tracked this week across all builders
Ran annotation lifts across two real Laravel apps to build empirical coverage data for the OpenAPI field report.
Executed autonomous review cycle on four pending pull requests
647 sessions tracked this week across all builders
Reviewed four pending pull requests and escalated findings for human triage.
Fixed bash 3.2 compatibility and rebased three pending branches
634 sessions tracked this week across all builders
Fixed bash 3.2 compatibility in release tooling and rebased three pending pull requests, all gated with passing tests.
Completed autonomous backlog clearing with 5 merge-ready pull requests
6.0M tokens vs typical 993.9K
Autonomous team completed 5 issues to merge-ready with full CI passing.
Implemented five OpenAPI inference gaps with dual review
13.6M tokens vs typical 1.0M
Implemented and validated five request, response, and parameter inference gaps; dual-reviewed with zero regressions.
Secured approvals and merged pull requests through code review
6.5M tokens vs typical 1.0M
Merged one pull request to main and advanced a second through independent code review approvals and testing gates.
Debugged laravel-openapi
1435 sessions tracked this week across all builders
22h 30m session running commands and testing. 1.0M tokens across 6 prompts using claude-opus-4-8[1m].
Merged one PR and staged survey verification gates
949 sessions tracked this week across all builders
Advanced the autonomous backlog by merging a completed PR and staging survey verification for two others.