Open Source Context Engineering

Your AI is Blind.
Fix it in 30 seconds.

Cursor, Claude Code, and Copilot only see 5% of your codebase. Entroly shows them everything — with 70-95% fewer tokens.

$ pip install entroly[full] && entroly go Click to copy

Works with Cursor · Claude Code · Copilot · Windsurf · Cline

The Problem

RAG isn't enough for coding.

Standard Context

Files visible5-10 files

Visibility~5%

Tokens used186,420 (Raw)

Cost / 1K Req$560.00

QualityHallucination risk

With Entroly

Files visibleALL 847 files

Visibility100%

Tokens used9,300 - 55,000

Cost / 1K Req$28 - $168

QualityDependency Aware

Features

Context Engineering, Automated.

📦

Zero-Config Install

One command auto-detects your IDE, language, and project structure. No manual prompt engineering required.

🦀

Rust Performance

A high-performance Rust core (via PyO3) processes your entire codebase in under 10ms. Scale to millions of lines.

🧠

PRISM Optimizer

Reinforcement Learning adjusts context weights based on AI response quality. Gets smarter every time you code.

🔒

Built-in Security

55 SAST rules catch hardcoded secrets and SQL injection before they reach the AI. Security by design.

📊

Health Scoring

Get an A-F grade for your codebase health. Detect god files, dead code, and cross-module clones automatically.

🤖

Agent Native

First-class support for Multi-Agent systems. Nash bargaining for token budgets between sub-agents.

Your AI is Blind.Fix it in 30 seconds.