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IDEAS for AI coding agent

NAME: SharpCoder

  • Write core in OCaml

  • Use MIT's RLM thesis

  • Integrate in NeoVim (write in Fennel) with good keyboard bindings

  • Statement (.), question (?), and task (!) syntax

  • Implement prompt-caching?

  • Use good/affordable models (Gemini 3)

  • Have opinionated and reliable defaults (use Nix for everything, Nushell)

  • Have access to error messages automatically

  • When fixing bug, give reason why.

  • Focus on creating/fixing well-defined functions

  • Porting codebases from slow/old/unreliable to new/fast/reliable tech stack?

  • Make sure to use basic shell lookup tools (like grep, find, sed)

  • Spec-driven development