A developer shared Ouroboros, a debugger-tracer tool that records what a program actually did — every function call, its arguments, and its result — for use by LLMs and programmers. It supports 8 languages, and the author says the goal is letting LLMs debug programs before code is pasted into a codebase.
TraceLens turns Python code into an interactive, video-like runtime tracer that records variable values across execution steps. Built for an IBM hackathon, it helps developers and learners understand undocumented scripts without adding print statements, and flags silent ML bugs. LLM chats only summarize code; this shows what actually happened at runtime.
TraceLens turns Python code into an interactive, video-like runtime tracer that records variable values across execution steps. Built for an IBM hackathon, it helps developers and learners understand undocumented scripts without adding print statements, and flags silent ML bugs. LLM chats only summarize code; this shows what actually happened at runtime.
Obyflow, an open-source and free CLI-first observability tool for debugging AI applications, has been released on GitHub. It consolidates traces, LLM calls, vector searches, errors, and framework steps into one view to help developers diagnose failures. Its release gives practitioners a dedicated debugging path for AI apps without a paid platform.
Obyflow, an open-source and free CLI-first observability tool for debugging AI applications, has been released on GitHub. It consolidates traces, LLM calls, vector searches, errors, and framework steps into one view to help developers diagnose failures. Its release gives practitioners a dedicated debugging path for AI apps without a paid platform.
TokenPrint is an open-source visual debugger for transformer inference, similar to Chrome DevTools. It allows developers to step through a forward pass token-by-token, inspect activations, tensors, and KV cache, and visualize architecture components like GQA and RoPE. It solves the problem of debugging LLM inference interactively, which currently relies on logs and notebooks.
TokenPrint is an open-source visual debugger for transformer inference, similar to Chrome DevTools. It allows developers to step through a forward pass token-by-token, inspect activations, tensors, and KV cache, and visualize architecture components like GQA and RoPE. It solves the problem of debugging LLM inference interactively, which currently relies on logs and notebooks.
0verload is a tool that automatically tracks versions of source code between Git check-ins, capturing saves that might otherwise be lost. It uses LLMs to enhance version management, solving the problem of losing work between commits for developers.
0verload is a tool that automatically tracks versions of source code between Git check-ins, capturing saves that might otherwise be lost. It uses LLMs to enhance version management, solving the problem of losing work between commits for developers.
Agent DevTools is a local debugging tool for AI agents that lets developers inspect prompts, memory, retrieval, tool calls, and replay runs to compare good vs. bad executions. It supports LangChain and includes a free Groq demo, solving the problem of opaque agent behavior for developers building with LLMs.
Agent DevTools is a local debugging tool for AI agents that lets developers inspect prompts, memory, retrieval, tool calls, and replay runs to compare good vs. bad executions. It supports LangChain and includes a free Groq demo, solving the problem of opaque agent behavior for developers building with LLMs.