Real coding sessions · never self-reported
Where the tokens go
44% thinking · 476.1M classified tokens
66 builds predate classification and aren't included.
Synthesized prior interview feedback for CRO conversation
First build tracked for this project
Reviewed learnings from first-round interview to prepare for upcoming CRO discussion.
Analyzed financial documents for tax planning
First build tracked for this project
Reviewed personal financial documentation to understand tax treatment and filing requirements.
Recovered insurance market research from embedded images
First build tracked for this project
Extracted 44 figures from markdown, fixed display issues, completed all research review.
Reverse-engineered and documented a seller-manager AI journey wall chart
334.7K tokens vs typical 49.2K
Reverse-engineered and documented a web application from its live UI and DOM structure.
Debugged contact selection bug in phone-harness
First build tracked for this project
Discovered that list reordering after taps causes incorrect contact selections on the phone interface.
Debugged AWS IAM permissions boundary blocking access
1178 sessions tracked this week across all builders
Found permissions boundary guardrail was blocking IAM access key creation and created credentials.
Designed a meeting insights Q&A agent
289.9K tokens vs typical 49.2K
Validated data sources and locked the design for an agent that synthesizes answers from meeting transcripts.
Renamed personal title from GTM Engineer to Marketing Engineer
498.1K tokens vs typical 49.2K
Updated personal job title to Marketing Engineer across the site in PR #44.
Published Second Brain builder sync architecture documentation
Previous best: 68 lines
Published shared Second Brain architecture and ingestion flow diagrams
Validated Otter API requirements and designed multi-tenant approach
4796 sessions tracked this month across all builders
Confirmed Otter's REST API access constraints and designed a multi-tenant integration strategy, identifying remaining setup blockers.
Reviewed OntoBricks and planned custom ontology extension
631.4K tokens vs typical 49.2K
Investigated OntoBricks knowledge-graph builder and planned an approach for custom ontology and security layer.
Explored revenue system architecture and compared design variations
Investigated architecture approaches for the revenue system and updated research documentation.