Turtlez: The Recursive Context Engine
5-part series: Building a near-infinite context engine for AI agents using Recursive Language Models (RLM).
Foundation
The Agentic Vision - Roadmaps and RLM
Monday, January 26th. 5 PM. We built the context engine. We proved it works. Now, where do we take it? From a chat box to a workspace manager.
Breaking the Memory Barrier - The Zero-Context Agent
I built an agent that starts every turn with total amnesia. It sounds useless, until you realize that recursive amnesia is actually a superpower for AI context.
Genesis - Building Turtlez in a Weekend
I read a research paper on Recursive Language Models and realized AI coding needs better memory, not bigger prompts. Building Turtlez from scratch in a weekend.
Breaking the Memory Barrier - The Zero-Context Agent
I built an agent that starts every turn with total amnesia. It sounds useless, until you realize that recursive amnesia is actually a superpower for AI context.
The Context Store - Beyond Vector Search
We killed the sliding window for AI memory. Most people reach for vector databases, but I built the Turtlez Context Store with SQLite for 100% search precision.
Development Activity
Real-time pulse of the build
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