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kirby88

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Show HN: Conversations as a first class citizen in AI coding agent

github.com
2 points·by kirby88·bulan lalu·0 comments

Show HN: A whiteboard for your AI coding agent [video]

youtube.com
1 points·by kirby88·2 bulan yang lalu·0 comments

Token efficient source code representation using virtual filesystem

github.com
2 points·by kirby88·3 bulan yang lalu·4 comments

Show HN: I built an AI coding agent 50% cheaper than Claude Code (same prompts)

github.com
4 points·by kirby88·3 bulan yang lalu·2 comments

comments

kirby88
·3 bulan yang lalu·discuss
Claude code is closed source as well (at least before the leak). But point taken thank you.
kirby88
·3 bulan yang lalu·discuss
Using a virtual filesystem to minify source code and let the LLM evolve in the minified space gives surprisingly good results and reduce tokens by 20 to 40% (depends on the language, python for instance)
kirby88
·3 bulan yang lalu·discuss
I've been building an AI coding agent that using the exact same prompt than claude code, but uses a virtual filesystem to minify source code + the concept of stem agents (general agents that specializes during the conversation for maximum cache hit). The results on my modest benchmark is 50% of claude code cost and 40% of the time. https://github.com/kirby88/vix-releases
kirby88
·3 bulan yang lalu·discuss
I wonder how that compare to harness methods like MAKER https://www.cognizant.com/us/en/ai-lab/blog/maker