@muzzythinks
#23this week>Marketing Leader - Systems Architect - Demand/ABM/GTM Engineering
Joined Apr 13, 2026
869.7MtokensCaptured live
16.0kbuilds
3224.6hbuild time
138.3klines
30dactive 30d
19wweek streak
Real coding sessions · never self-reported
Highlights
Where the tokens go
54% building · 185.9M classified tokens
Building100.7M54%
Thinking44.6M24%
Verifying24.3M13%
Delegating16.4M9%
15921 builds predate classification and aren't included.
19
week streak
45.2M
token record
2mo ago
172
prompt record
3mo ago
14d ago
Debugged Writer2.0
Writer2.0
FULL SEND
Top 17% session this week
666 sessions tracked this week across all builders
2.7Mtokens
18prompts
2:47:01time
389lines
Claude Codeclaude-opus-4-8Markdown$70.74
mostly verifying
4h 14m session running commands and testing. 1.4M tokens across 11 prompts using claude-opus-4-8.
14d ago
Fixed company exclusion checks for duplicate records
Writer2.0
FULL SEND
Top 25% build time this week
1298 sessions tracked this week across all builders
1.4Mtokens
11prompts
23:06:11time
717lines
Claude Codeclaude-opus-4-8$33.78
mostly building
Ensured exclusion checks evaluate all duplicate company records.
15d ago
Shipped automated daily backlog release to production
Writer2.0
MARATHON
Biggest session this week
10.4M tokens
16.0Mtokens
39prompts
30:24:33time
1,201lines
Claude Codeclaude-opus-4-8$339.53
mostly thinking
Enabled daily automated backlog releases, eliminating manual release operations.
15d ago
Added architecture and workflow diagrams to signals docs
Writer2.0
LOCKED IN
First session on writer2-0
First build tracked for this project
694.2ktokens
3prompts
48:30:43time
820lines
Claude Codeclaude-opus-4-8Markdown$10.56
mostly building
Added visual diagrams to complete the signals documentation.
19d ago
Debugged Mi5
Mi5
LOCKED IN
Top 19% build time this week
1485 sessions tracked this week across all builders
815.3ktokens
3prompts
10:02:52time
174lines
Claude Codeclaude-opus-4-8$14.27
mostly building
2h 35m session running commands and testing. 815K tokens across 3 prompts using claude-opus-4-8.
24d ago
Shipped MailBurner: a self-hosted cold email testing app
EmailInfra Tool
FULL SEND
First session on emailinfra-tool
First build tracked for this project
2.1Mtokens
11prompts
96:56:24time
5,737lines
Claude Codeclaude-opus-4-8Python$68.61
mostly thinking
Built a self-hosted backend with 13 verified endpoints and registrar integration for disposable cold email testing.
25d ago
One-shot build on u2v2
u2v2
FULL SEND
First session on u2v2
First build tracked for this project
1.1Mtokens
2prompts
25:14:38time
1,489lines
Claude Codeclaude-opus-4-8$18.07
mostly thinking
20h 58m session creating new files and components. 819K tokens across 1 prompts using claude-opus-4-8.
27d ago
Analyzed demand generation gaps for Series B founders
Mi5
ONE-SHOT
70.6ktokens
1prompts
2:59time
Claude Codeclaude-sonnet-4-6$0.45
Reviewed go-to-market positioning for a growth-stage company and identified that no single owner drove demand generation.
28d ago
Reviewed project documentation for the outreach pipeline
Mi5
ONE-SHOT
66.5ktokens
1prompts
2:56time
Claude Codeclaude-sonnet-4-6$0.42
Reviewed the outreach project documentation to prepare context for development work.
1mo ago
Fixed JSON parsing to reliably handle external data
Mi5
Top 15% lines this week
556 sessions tracked this week across all builders
473.0ktokens
2prompts
19:50time
82lines
Claude Codeclaude-opus-4-8$5.65
mostly thinking
Built zero-dependency JSON repair function for malformed external API responses.
1mo ago
Scaled cold outreach campaign from 38 to 326 leads
Outbound
LOCKED IN
First session on outbound
First build tracked for this project
576.4ktokens
8prompts
2:21:59time
146lines
Claude Codeclaude-opus-4-8Markdown$11.38
mostly building
Pushed 288 new leads into campaign, growing it from 38 to 326.
2mo ago
Completed tutorial animations with per-slide visual effects
gtm-game
DEEP WORK
Top 1% session this week
1539 sessions tracked this week across all builders
11.5Mtokens
11prompts
47:30:48time
733lines
Claude Codeclaude-opus-4-7HTML$182.75
mostly building
Finalized animations for the 5-slide tutorial including pulsing badges, bobbing assets, and pop-in confirmations.