Real coding sessions · never self-reported
Launched a multi-engagement promotional campaign on Instagram
13.1M tokens
Submitted 28 promotional orders and deployed a live campaign tracking engagement metrics.
Debugged Vault
841.5K tokens vs typical 27.3K
44h 31m session running commands and testing. 841K tokens across 12 prompts using claude-opus-5.
Designed customer 2FA framework for API flows
779.3K tokens vs typical 25.8K
Researched best practices and created a design guide for customer 2FA in API operations.
Validated multi-language code generator for release
137.3K tokens vs typical 25.8K
Passed comprehensive release audit covering all supported languages and output formats.
Fixed rate-limit incident, restored full capacity
First build tracked for this project
Debugged and resolved a rate-limit incident; all accounts now healthy with posting restored to full capacity.
Built markdown production board for Roblox game dev
Previous best: 675 lines
Built production tracking system with markdown kanban board and register files for game development.
Reconciled cash flow and updated investment policy
41 prompts
Updated financial records with corrected snapshot data, analyzed spending against targets, and documented allocation strategy.
Analyzed 300+ game titles; pivoted to designing the game first
151.2K tokens vs typical 25.4K
Reviewed generated titles across 6 lenses, identified all were derivative formula clones, reframed the design process to start with the actual game concept.
Vault session completed with gpt-5.5
30 consecutive days
A long local Codex session for Vault completed with 4 prompts, using gpt-5.5 and mostly Bash plus a few patch edits to finish the work.
Analyzed and documented 5 AI model release experiments
Previous best: 318 lines
Transcribed video and created five cross-linked analyses of AI model releases and autonomous business experiments.
Fixed HTTP server reliability for Minecraft demo
2103 sessions tracked this week across all builders
Debugged why the server kept crashing and fixed it to stay running reliably.
Debugged Vault
First build using this model
11m session running commands and testing. 134K tokens across 6 prompts using claude-opus-5[1m].