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>Marketing Leader - Systems Architect - Demand/ABM/GTM Engineering
Where the tokens go
51% building · 137.5M classified tokens
14049 builds predate classification and aren't included.
Debugged Writer2.0
666 sessions tracked this week across all builders
4h 14m session running commands and testing. 1.4M tokens across 11 prompts using claude-opus-4-8.
Fixed company exclusion checks for duplicate records
1298 sessions tracked this week across all builders
Ensured exclusion checks evaluate all duplicate company records.
Shipped automated daily backlog release to production
10.4M tokens
Enabled daily automated backlog releases, eliminating manual release operations.
Added architecture and workflow diagrams to signals docs
First build tracked for this project
Added visual diagrams to complete the signals documentation.
Debugged Mi5
1485 sessions tracked this week across all builders
2h 35m session running commands and testing. 815K tokens across 3 prompts using claude-opus-4-8.
Shipped MailBurner: a self-hosted cold email testing app
First build tracked for this project
Built a self-hosted backend with 13 verified endpoints and registrar integration for disposable cold email testing.
One-shot build on u2v2
First build tracked for this project
20h 58m session creating new files and components. 819K tokens across 1 prompts using claude-opus-4-8.
Analyzed demand generation gaps for Series B founders
Reviewed go-to-market positioning for a growth-stage company and identified that no single owner drove demand generation.
Reviewed project documentation for the outreach pipeline
Reviewed the outreach project documentation to prepare context for development work.
Fixed JSON parsing to reliably handle external data
556 sessions tracked this week across all builders
Built zero-dependency JSON repair function for malformed external API responses.
Scaled cold outreach campaign from 38 to 326 leads
First build tracked for this project
Pushed 288 new leads into campaign, growing it from 38 to 326.
Completed tutorial animations with per-slide visual effects
1539 sessions tracked this week across all builders
Finalized animations for the 5-slide tutorial including pulsing badges, bobbing assets, and pop-in confirmations.