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I use Codex as a manager for Claude Code, Pi, Copilot, and OpenCode executors. Here is the workflow that made it practical

I use Codex as a manager for Claude Code, Pi, Copilot, and OpenCode executors. Here is the workflow that made it practical

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1 min read
I Was Running 3 AI Coding Agents Locally and Had No Idea What They Were Breaking

I Was Running 3 AI Coding Agents Locally and Had No Idea What They Were Breaking

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5 min read
Read-Only Kubernetes Access for AI Agents: Why "Please Don't Delete Anything" Isn't a Security Boundary

Read-Only Kubernetes Access for AI Agents: Why "Please Don't Delete Anything" Isn't a Security Boundary

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5 min read
Recall is not enforcement

Recall is not enforcement

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11 min read
Codex Maxxing: The Copy-Paste Skill I Use to Ship with Agents

Codex Maxxing: The Copy-Paste Skill I Use to Ship with Agents

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10 min read
Stop spawning an MCP server per agent session (and what it won't fix)

Stop spawning an MCP server per agent session (and what it won't fix)

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5 min read
Why Your Coding Agent Doesn't Need an Electron App: A Minimalist LLM Proxy in Go

Why Your Coding Agent Doesn't Need an Electron App: A Minimalist LLM Proxy in Go

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6 min read
The grading agent that cannot grade, and the four bugs that taught me why that's hard

The grading agent that cannot grade, and the four bugs that taught me why that's hard

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6 min read
User-Scoped Memory in Deep Agents: What It Is and Why You Need It

User-Scoped Memory in Deep Agents: What It Is and Why You Need It

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5 min read
Build a Tiny Tool-Result Gatekeeper Before You Trust an Agent's 'Done'

Build a Tiny Tool-Result Gatekeeper Before You Trust an Agent's 'Done'

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5 min read
How to Put Your AI Agent on Your Company's Domain

How to Put Your AI Agent on Your Company's Domain

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5 min read
Token-Efficient Agentic Development — Part 1: What Are You Actually Paying For?

Token-Efficient Agentic Development — Part 1: What Are You Actually Paying For?

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9 min read
Your AI Agent Restarted Cleanly. Why Did It Run the Job Twice?

Your AI Agent Restarted Cleanly. Why Did It Run the Job Twice?

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4 min read
Your RAG Retrieved the Right Document — So Why Was the Answer Wrong?

Your RAG Retrieved the Right Document — So Why Was the Answer Wrong?

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11 min read
Discord Break Rooms for AI Agents: How Turn-Taking Protocols Prevent Multi-Agent Collision in Shared Channels

Discord Break Rooms for AI Agents: How Turn-Taking Protocols Prevent Multi-Agent Collision in Shared Channels

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5 min read
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