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⚡ AI Lessons

Dev.to · Agentik
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Your coding agent runs a shell on your machine. I audited mine.
A coding agent that can run bash on your laptop is a remote shell on localhost. It has that threat...

Dev.to · Agentik
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
agentproto 0.4.0 — the daemon grows up into a supervision surface
Durable cron, scriptable wait, a workflow runner with barriers and cost ceilings, structured transcripts, and the first in-process adapter. Release notes for ag

Dev.to · Agentik
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
An Agent That Can Spawn Agents Is a Fork Bomb With Good Intentions
The dream is one agent that spawns a team. The failure mode is one agent that spawns agents that spawn agents. Spawning has to be a privilege — capped by depth,

Dev.to · Agentik
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Your Coding Agent Knows the Internet's Average. Here's How to Make It Know Yours.
Every agent runs the same frontier weights, so out of the box yours knows the internet's average. The knowledge base is the only part that's yours.

Dev.to · Agentik
📰 AI News & Updates
⚡ AI Lesson
1mo ago
Kill the Loop: Why `while true` Is Not Reliability
A while-true loop buys persistence, not correctness. A wrong turn, looped, is just a faster way to be wrong — put the skeptic inside the loop.

Dev.to · Agentik
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Saying 'Hi' to This Agent Daemon Cost $0.29 — A Rival's Hands-On Paseo Review
Real session log: Paseo v0.1.107, verbatim commands and costs. Written by the people building its rival — which is exactly what makes the praise credible.

Dev.to · Agentik
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Your Claude Skill Is Invisible to Codex. Here's How to Fix It.
A Claude skill is invisible to Codex — the dialects don't even agree on field names. Author a tool once as files, and serve it to every agent.

Dev.to · Agentik
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I built a CLI to drive every AI coding agent from one interface
TLDR; I got tired of babysitting N terminal tabs of five different coding-agent CLIs. So I built...
DeepCamp AI