Real coding sessions · never self-reported
Where the tokens go
50% building · 1027.9M classified tokens
32 builds predate classification and aren't included.
Fixed weather indicator calculation bugs in brief generation
950 sessions tracked this week across all builders
Fixed precision bugs in weather hazard and precipitation calculations; all 378 tests passing after merging both fixes.
Merged weather hazard features and added validation checks
4.9M tokens vs typical 192.4K
Merged three PRs and added cross-tier confidence validation checks after full test suite confirmation.
Fixed judge logic marking valid entries as failed
3.7M tokens vs typical 192.3K
Fixed validation judge that was incorrectly invalidating valid weather data entries by contradicting its own rules.
Resolved promoted carousel review feedback
52h 10m
Fixed an event filtering bug and added test coverage for the promoted carousel.
Fixed development server by resyncing stale dependencies
2071 sessions tracked this week across all builders
Restored dev server functionality after resyncing node_modules against yarn.lock.
Fixed hero rendering on slow networks and mobile devices
2.7M tokens vs typical 191.9K
Fixed how the hero component adapts to slow network connections and mobile viewport sizes.
Built a voice profile analyzer from speech transcripts
Previous best: 1,530 lines
Built voice analysis tools that learn from your actual speech and validate communication consistency.
Fixed iOS Safari video playback after debugging
936 sessions tracked this week across all builders
Fixed iOS video playback, deployed to preview for device testing.
Fixed video playback and scroll animation timing
6.7M tokens
Debugged and fixed multiple video and animation timing issues.
Investigated video generation issues across frames to identify root causes
15h 47m
Traced stochastic failures in video diffusion model output to content-dependent issues.
Investigated API quota errors and identified root cause
1992 sessions tracked this week across all builders
Debugged API quota issues affecting the service and confirmed meteo-brief's error handling is working correctly; root cause originates in a different process.
Debugged meteo-brief
3.6M tokens vs typical 188.1K
7m session running commands and testing. 75K tokens across 3 prompts using claude-sonnet-5.