The original title is "Stop Building State Machines and Start Building Brains: The Flowork Approach"

Short summary

Flowork's autonomous agent OS proposes that agents should write their own tools, maintain sophisticated multi-layered memory via Twin Graphs and cognitive tensions, and enforce security through internal deliberative gates rather than external filters. Unlike typical AI agents built as state machines with fixed tools, Flowork advocates self-evolution and architectural autonomy. The open-source project is available on GitHub for community contributions.

• •Agents should create their own tools dynamically rather than work with static tool lists
• •Multi-layered memory (Twin Graphs, cognitive tensions, ephemerality) beats simple RAG for autonomy
• •Security should be architectural (5W1H gates) not just external filters

Generated with AI, which can make mistakes.