2024 05 23 hackathon ideas

Python- performance improvement Replace python with fast c code for heavy load paths

Dead code identification and removal Code optimizer with validation

phantom - parse a function, Suggest improvements, trace improvement with data, Create tests, provide report, commit code if improvement crosses threshold set in percent

Access issue list, parse error message, suggest improvements, run suggestions in container, create pull request for user review

Not complex, independent code without library calls.

dependency heaven / hell remover Replace library calls with inline function Check speed increase without loading of large library for simple tasks

Fast on device translation engine

Voice to text - inference on device Call tools for tts

Multi modal - robots for home. Unitree simulations with commands from llm

Function calling - system command access inside container

Perplexity clone - Summary of website, /crawler

Use home assistant ui for mapping electricity and electronics usage bill for gym

Devin Design Large model creates plan Small model executes code

Memory persistence for prompts

Container orchestration No third party library inclusion

Chunk task creator - pep standards Code reviewer agent -

Review code after 5 turns.