Real coding sessions · never self-reported
Where the tokens go
37% building · 166.2M classified tokens
27 builds predate classification and aren't included.
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.
Added development sites with flexible SSL certificate automation
First build tracked for this project
Extended deployment automation to include two new development sites with configurable SSL certificate handling.
Ported SupportBoard and Cobrowsing support to desk infrastructure templates
First build tracked for this project
Ported SupportBoard and Cobrowsing integration parameters to desk templates with validation.
Completed multi-tenant database migration for shared infrastructure
6.5M tokens
Executed dev environment migration with verified backups and confirmed app health post-cutover.
Unified deployment configuration for all environments
3h 12m
Consolidated deployment configuration across environments, validated and simplified for consistency.
Secured OpenAI API key with external configuration
1h 48m
Moved OpenAI API key from hardcoded value to secure external storage.
Agent orchestrated comprehensive codebase modernization effort
6.1M tokens vs typical 34.1K
Planned and delegated parallel test automation, standards, and tooling improvements integrated with clean commit history.
Fixed two production bugs in service operations
1.6M tokens vs typical 34.1K
Found and fixed two bugs affecting service operations, verified fixes, and confirmed no regressions.