c4pt0r

c4pt0r / pie

Public

Rust port of the pi agent harness — coding agent + LLM runtime stack

16
2
89% credibility
Found May 21, 2026 at 16 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Rust
AI Summary

Pie is a terminal-based AI coding assistant that helps you work on your code projects. You start it inside any project folder, and it can read your files, make edits, run shell commands, and remember your preferences across sessions. It connects to various AI services (like Claude, GPT, Gemini) and automatically uses whichever one you've set up. The assistant maintains a conversation history per project, so you can pause and resume work later. It includes safety features like warning you before running potentially dangerous commands, and it can summarize long conversations to stay efficient.

How It Works

1
💡 You need help with your code

You're working on a project and wish you had a smart assistant who understands your codebase.

2
📦 You download the assistant

You grab the tool and build it on your computer. It works right in your terminal.

3
🔑 You connect your AI service

You enter your AI account details once, and the assistant remembers them for all future sessions.

4
🚀 You launch the assistant in your project

You start the assistant inside your project folder, and it immediately understands your work.

5
💬 You ask for help

You type natural requests like 'fix the failing tests' or 'add a README' and the assistant gets to work.

6
🔄 The assistant works and remembers

It reads your files, makes edits, runs commands, and saves everything so it can pick up where it left off.

✅ Your work gets done

The tests are fixed, the README is written, and your project is in better shape than before.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 16 to 16 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is pie?

pie is a Rust-based terminal AI coding agent that lives in your project directory. You run it, chat with it, and it reads files, edits code, runs shell commands, and remembers what it did across sessions. Think of it as a persistent coding partner that can pick up where it left off. It works with major LLM providers like Anthropic, OpenAI, and Google Gemini out of the box, and sessions are stored as JSONL files so you can resume work days later.

Why is it gaining traction?

The multi-provider flexibility is the hook - you set an API key and pie auto-detects which one to use. Session branching lets you explore approaches without losing context, and the built-in context compaction prevents runaway costs on long projects. The skills system lets you teach it project-specific patterns via markdown files. For teams already deep in terminal workflows, this keeps the AI loop entirely in the shell rather than bouncing to a browser.

Who should use this?

Backend and systems developers comfortable in the terminal who want AI assistance without leaving their editor. Teams with multi-model budgets switching between providers. Projects needing persistent, resumable AI sessions - like onboarding work or long refactors. Not a fit if you need GUI integration or want something with a polished installer and managed backend.

Verdict

The credibility score of 0.9% signals a fresh, unproven project - 16 stars and a niche Rust-only stack mean limited community validation. The architecture is serious (structured concurrency, session branching, multi-provider abstraction), but documentation is sparse and the learning curve is steep. Worth evaluating if you're technically inclined and want control over your AI runtime stack, but don't bet production workflows on it yet.

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.