Claude Code Saved Us 97 Of The Work On The First Try Then It Failed

Claude Code First Impressions Reflections While the range of potential use cases is huge, specifically we wanted to see if claude code could help us with a particular challenge we have been encountering in the development of our generative ai code discovery and intelligence tool codeconcise: adding support for new languages. While the range of potential use cases is huge, specifically we wanted to see if claude code could help us with a particular challenge we have been encountering in the development of our.

Claude Code Saved Us 97 Of The Work On The First Try Then It Failed Can ai generated code be more concise without losing clarity? this blog explores the claude code & codeconcise experiment, testing how ai balances brevity and readability in software. Forget the promise of one shot perfect code generation. your job as an engineer is to find the best solution for the problem, not just write a bunch of code. then you take the learnings from this attempt and feed it back. this isn't failure; it's the process!. We’ve been experimenting with claude code — a coding assistant recently released by anthropic — on codeconcise, a tool we built at thoughtworks to comprehend legacy codebases. After analyzing 127 failed agent sessions and building orchestration systems that maintain 89% context accuracy across 10 parallel agents, i’ve identified exactly why most developers fail and.

Claude Code Saved Us 97 Of The Work On The First Try Then It Failed We’ve been experimenting with claude code — a coding assistant recently released by anthropic — on codeconcise, a tool we built at thoughtworks to comprehend legacy codebases. After analyzing 127 failed agent sessions and building orchestration systems that maintain 89% context accuracy across 10 parallel agents, i’ve identified exactly why most developers fail and. Claude code did astonishingly well on its first try, but then bungled the next two attempts. This post breaks down the 16 most persistent pitfalls i’ve hit with claude, then gives you a copy paste claude.md you can drop into your project. claude auto reads this file in each session and follows the rules—so you avoid the mistakes that derail your day. We gave claude code real github issues from our open source repo to see how well it could handle actual engineering tasks. this post breaks down what worked, what didn’t, and what we learned. Test driven development (tdd) flips the normal process: write the test first, then code until the test passes. with claude, you can build this into the plan so it codes, tests, and fixes in a loop.

Claude Code Saved Us 97 Of The Work On The First Try Then It Failed Claude code did astonishingly well on its first try, but then bungled the next two attempts. This post breaks down the 16 most persistent pitfalls i’ve hit with claude, then gives you a copy paste claude.md you can drop into your project. claude auto reads this file in each session and follows the rules—so you avoid the mistakes that derail your day. We gave claude code real github issues from our open source repo to see how well it could handle actual engineering tasks. this post breaks down what worked, what didn’t, and what we learned. Test driven development (tdd) flips the normal process: write the test first, then code until the test passes. with claude, you can build this into the plan so it codes, tests, and fixes in a loop.