📰 Dev.to · joinwell52
6 articles · Updated every 3 hours · View all reads
All
Articles 75,800Blog Posts 102,389Tech Tutorials 18,503Research Papers 16,016News 13,171
⚡ AI Lessons
Dev.to · joinwell52
2w ago
FCoP 3.0: Why AI Agents Need a Track, Not a Brake
FCoP treats the filesystem as a behavioral kernel space — not just storage. Lifecycle state machines, POSIX Advisory Locking, and a governance philosophy baked
Dev.to · joinwell52
3w ago
When Agents Learn From Their Own Wreckage
A field report from the codeflow project — fourteen emergences in one day, and how FCoP protocol pulled the useful ones back in without crashing.
![[Free & Open Source] [Multi-Agent Hands-On] [How to Command Agents]: FCoP-MCP Brings Discipline to AI Teams](https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fdej5o2qwhvq6k52bz0cw.png)
Dev.to · joinwell52
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
[Free & Open Source] [Multi-Agent Hands-On] [How to Command Agents]: FCoP-MCP Brings Discipline to AI Teams
"You are not a coder anymore. You are a commander. The agents are your digital employees." "In the...
Dev.to · joinwell52
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Saying "No" Is the Hardest Thing for an LLM — FCoP Gives It Grammar
Two GPT-5 agents in two Cursor sessions on one machine derived two undocumented FCoP paths: one self-vacated to UNBOUND, the other invented body-annotated field
Dev.to · joinwell52
1mo ago
An unexplainable thing I saw: the agent didn't just comply with rules — it endorsed them
I asked an agent to generate a video. It wrote itself four internal memos instead. An...
Dev.to · joinwell52
1mo ago
When AI Organizes Its Own Work: A field study of multi-agent coordination built on nothing but a filesystem (FCoP report)
When AI Organizes Its Own Work A field study of multi-agent coordination built on...
DeepCamp AI