The latest articles on DEV Community by Santiago Martinez (@ssmm1983). https://dev.to/ssmm1983 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4069043%2F152566a7-3db5-48ef-8d5e-b1e7cf60ced0.png https://dev.to/ssmm1983 en Santiago Martinez Sat, 08 Aug 2026 22:15:14 +0000 https://dev.to/ssmm1983/i-created-a-tool-to-inspect-full-python-codebases-2noi https://dev.to/ssmm1983/i-created-a-tool-to-inspect-full-python-codebases-2noi <p>Hi guys,</p> <p>LLMs generate a lot of code so now the bottleneck is understanding that code. For this, I created a tool using this principles: increase observability + make everything as explicit as possible + top down approach. </p> <p><a href="https://github.com/arnoldpredator/pyreplay" rel="noopener noreferrer">https://github.com/arnoldpredator/pyreplay</a> </p> <p>If you open the "FEATURES.md" file and scroll down you will see a screen capture for each of the 120+ features. You also have the README with the philosphy and the TUTORIAL.</p> <p>Basically you can obtain a map to see the connections, who is doing the heavy work, and then record a run and replay it like a video, using a simple html file which you can share. </p> <p>Any feedback?</p> llm python ai code