Claude Code Insights
21,732 sessions · 245,295 messages · 42 days · ~5,840 messages/day
697K
Bash Commands
228K
Code Edits
217K
Go Files
41K
Browser Actions
+12M
Lines Added
13,754
Commits
How I Use Claude Code
Power user operating at massive scale — over 21,000 sessions generating nearly 700,000 Bash commands reveals someone who treats Claude Code as a persistent development companion rather than an occasional assistant. My interaction style is heavily execution-oriented: letting Claude run extensive diagnostic and implementation workflows, intervening primarily when external factors (like API errors or hardware reboots) require it.
My work is debugging-dominant, with troubleshooting and bug-fixing comprising my top goals, and I primarily work in Go (216K+ file interactions) with significant TypeScript/HTML work suggesting full-stack or infrastructure tooling projects. The 'Minerva development session' hints at complex, stateful applications where I'm building features like task persistence and permission systems.
I appear to tolerate friction well — despite 464 API errors requiring repeated 'continue' prompts, satisfaction remained high (1,219 sessions marked likely satisfied). This suggests viewing interruptions as minor obstacles in longer autonomous workflows rather than dealbreakers.
Heavy TodoWrite usage (24K+) indicates leveraging Claude for structured task management within sessions, keeping complex debugging efforts organized.
Key pattern: High-autonomy, long-duration debugging sessions at scale, letting Claude execute extensively while intervening only for external blockers or to prompt continuation after errors.
Impressive Things I Did
Systematic Network Diagnostics
When facing connectivity issues after an IP change, guided Claude through a methodical troubleshooting process including network scanning and log analysis. Working through the diagnostic steps systematically, rather than jumping to conclusions, demonstrates excellent debugging discipline.
Heavy Bash-First Approach
With nearly 700,000 Bash tool invocations, embraced a command-line-centric workflow that lets Claude verify changes, run tests, and inspect system state in real-time. This approach gives immediate feedback loops and keeps Claude grounded in actual system behavior rather than assumptions.
Persistent Multi-Bug Sessions
Minerva development sessions show comfort tackling multiple related issues in single sessions — fixing task persistence bugs while simultaneously adding single-instance enforcement. Maintaining momentum through API errors by simply prompting Claude to continue, turning potential blockers into minor interruptions.
Primary Focus
- Go Backend Development (~14K sessions)
- Minerva Project (~3K sessions)
- Web Applications (~2.5K sessions)
- Network & DevOps (~1.5K sessions)
What Helped Most
- Good Debugging (755 sessions)
- Correct Code Edits (116 sessions)
Top Goals
- Debugging & Troubleshooting (755)
- Bug Fixing (348)
- Understanding Code (232)
- Feature Requests (116)
- Deployments (116)
On the Horizon
- Autonomous Debugging Loops — end-to-end sessions with auto-retry
- Test-Driven Bug Fixing — write test, fix, iterate until green
- Parallel Deployment Pipelines — orchestrated multi-environment deploys