Real coding sessions · never self-reported
Where the tokens go
39% building · 185.9M classified tokens
55 builds predate classification and aren't included.
Built working Docker Compass setup with local and web variants
First build using this model
Rebuilt and tested Docker Compose files for local desktop and web-based Compass deployments.
Automated SSL certificate renewal with Cloudflare DNS
Welcome back
Migrated production domains to Cloudflare DNS for automatic certificate renewal, removing the manual 90-day renewal cycle.
Added whitelabel configuration parameters for desk UI
224.7K tokens vs typical 34.4K
Deployed infrastructure parameters enabling custom desk UI branding and sales channel configuration.
Unified database naming across dev and prod stages
439.7K tokens vs typical 34.3K
Standardized database naming across development and production environments with zero downtime.
Wrote onboarding guide documenting setup and database conventions
648.1K tokens vs typical 34.3K
Wrote an onboarding guide documenting database setup, naming conventions, and other undocumented project procedures.
Deployed WAF protection across all services and tenant domains
Previous best: 666 lines
Deployed WAF protection across services and set up monitoring infrastructure for alerts.
Built isolated test infrastructure configuration
First build using this model
Fixed infrastructure configuration bugs and established a fully isolated test environment with complete validation.
Fixed backup authentication and completed cloud migration
2.7M tokens
Resolved credential issues and migrated backup system to cloud storage with new daily and weekly schedules.
Designed automated S3 backup system with rclone
2096 sessions tracked this week across all builders
Configured rclone for dated backups to S3 with retention policies and systemd timers.