taklaxbr

4 ms·

1. 1.▲
   by taklaxbr 9mo ago

   Hi HN, I'm a 15-year-old high school student from Turkey. I've been working on Zai Shell, an intent-based P2P system administration tool that uses local LLMs (Phi-2) for autonomous command execution. I recently wrote a Whitepaper
2. 2.▲
   Show HN: Zai Protocol – I designed an autonomous P2P terminal agent (Whitepaper) [pdf](github.com)

   2 points by taklaxbr 9mo ago|1 comments
3. 3.▲
   by taklaxbr 9mo ago

   Thanks, glad it resonates. For interactive tools like shells, I think perceived latency matters more than raw resource efficiency. Once the flow breaks, UX is already lost — a few extra MBs are a small price for that instant feel.
4. 4.▲
   by taklaxbr 9mo ago

   Thanks a lot for the recommendation! I hadn’t heard about this before. Since my goal is to turn my projects into real products I’ll definitely check it out today.
5. 5.▲
   by taklaxbr 9mo ago

   Thanks for the kind words regarding the self-healing logic! To answer your question about v6/Phi-2: It uses a session-based RAM residency approach rather than a background daemon or per-request loading. When you toggle the offline mode
6. 6.▲
   by taklaxbr 9mo ago

   Thank you! I'm learning a lot from this process and the open-source community. Staying up late coding is definitely worth it when I see feedback like this! :)
7. 7.▲
   by taklaxbr 9mo ago

   Hi HN I'm a 15 year old developer from Turkey. I previously shared an earlier version, but today I'm releasing ZAI Shell v7.0 (Agent Edition), which is a massive overhaul. I built this because I was frustrated with existing AI CLI
8. 8.▲
   Show HN: I'm 15. I built an offline AI Terminal Agent that fixes errors(github.com)

   4 points by taklaxbr 9mo ago|10 comments
9. 9.▲
   Show HN: ZAI Shell – Self-healing CLI agent that fixes command errors(github.com)

   1 points by taklaxbr 9mo ago|0 comments