Real coding sessions · never self-reported
Agent generated per-post social cards for blog posts
6.8M tokens vs typical 252.0K
Generated 1200×630 social cards for six blog posts, each featuring the post's unique illustration and Ratifia branding.
Agent diagnosed deployment issue and shipped session improvements
19379 sessions tracked this month across all builders
Debugged a transient CI/CD infrastructure issue and deployed production improvements to session and instance handling.
Shipped blog fixes with verified zero-downtime deployments
32.1M tokens
Fixed deployment configuration and shipped blog updates, confirming system maintains uptime during rollouts.
Fixed EC2 instance resource starvation issue
First build using this model
Reserved system resources for critical services, restoring instance responsiveness and stability.
Prepared SNS SMS infrastructure and identified Novu gap
4.3M tokens
Set up SNS SMS infrastructure via Terraform and IAM; found Novu requires alternative SMS providers.
Debugged eb3-assist
19h 33m
19h 33m session running commands and testing. 597K tokens across 3 prompts using claude-opus-4-8[1m].
Structured plan for company profile API deprecation
1583 sessions tracked this week across all builders
Outlined development approach and configured workspace for backend API changes to company profile fields.
Designed deprecation strategy for API company field parameters
1583 sessions tracked this week across all builders
Researched field usage across codebase and created implementation plan for API changes.
Created design discussion for API deprecation
19084 sessions tracked this month across all builders
Created design discussion document identifying 6 key open decisions needed before implementing API field changes.
Researched company field patterns across backend services
2.0M tokens vs typical 245.3K
Completed research documenting how company fields are handled across multiple services.
Drafted research questions for company field API deprecation
First build using this model
Developed research questions to guide backend API deprecation of legacy company fields.
Fixed Node preload configuration for shell hooks
Welcome back
Restored development environment setup that macOS cleanup had broken, resolving shell hook execution failures.