Real coding sessions · never self-reported
Where the tokens go
67% delegating · 20.9M classified tokens
Clarified blog post budget as guideline, not hard cap
2813 sessions tracked this week across all builders
Updated blog post documentation to clarify the 10KB budget is a flexible guideline with guidance for handling persistent overages through follow-up issues or sequels.
Shipped production changes with all tests passing
1513 sessions tracked this week across all builders
Merged and deployed production changes with all tests passing and both deployment pipelines completing successfully.
Shipped major build system upgrade to cdk-pipelines-projen 2.0
1622 sessions tracked this week across all builders
Migrated build framework from version 1.3 to 2.0.2 and shipped with all CI passing.
Shipped social media share links for published articles
2.9M tokens vs typical 434.9K
Implemented automatic social media share links that generate at publish time.
Designed spec for modernizing linting and formatting tools
1736 sessions tracked this week across all builders
Designed comprehensive toolchain modernization spec with research and implementation plan.
Re-enabled the pe-tools plugin in settings
1735 sessions tracked this week across all builders
Re-enabled the pe-tools plugin in the marketplace settings.
Debugged github
1736 sessions tracked this week across all builders
1h 10m session running commands and testing. 992K tokens across 11 prompts using claude-opus-4-8.
Consolidated CDK release pipeline generation
MARATHON verdict unlocked
Implemented consolidated release pipeline for CDK projects; verified with 98 passing tests and confirmed projen idempotency.
Fixed deploy pipelines and shipped first credit-cards production build
$137.48 API cost
Fixed deployment failures and shipped the credit-cards service to production for the first time.
Identified incorrect CDK package in release pipeline
1.9M tokens vs typical 192.6K
Found the CDK monorepo release pipeline was publishing its demo app instead of the actual library package
Created and shipped /fan-out skill for parallel automation
1.2M tokens vs typical 192.6K
Built and shipped the /fan-out skill for parallel task automation and enabled verified commit signing.
Debugged dev
10 published builds
46m session running commands and testing. 1.9M tokens across 3 prompts using claude-fable-5.