The Federated Swarm: How to Build Autonomous, Self-Evolving AI Workforces
The leap from a single self-improving AI agent to a coordinated, autonomous workforce is not a simple matter of spinning up more containers. It is a p…
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mnemo — A local-first learning agent that remembers, without leaking
This is a submission for the Hermes Agent Challenge : Build With Hermes Agent What I Built mnemo is a learning-management agent for kids and self-dire…
Beyond Static Prompts: How to Build Self-Improving AI Agents with Closed-Loop Skill Playbooks
The current wave of AI development is undergoing a massive paradigm shift. We are rapidly moving past simple "prompt wrapper" applications and enterin…
Building a Self-Healing AI Agent: How to Run Untrusted Code Safely Without Blowing Up Your Server
Imagine you are building an autonomous AI agent. You give it a terminal tool, a file-writing tool, and the ability to execute Python scripts. You ask …
Beyond the Prompt: How to Build Stateful AI Agents with Persistent Memory and Self-Learning Loops
Imagine hiring a brilliant software engineer who suffers from complete amnesia every time they blink. Every time you ask them a question, you have to …
Written by an AI Pipeline, Verified by Three Models. Is It Slop?
How This Article Was Built (And Why I'm Showing You the Kitchen) Disclaimer up front: I'm not entering the Hermes Agent challenge. I noticed the chall…