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📰 Dev.to · Beni

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All Articles 169,089 Blog Posts 160,873 Tech Tutorials 44,918 Research Papers 32,800 News 21,544 ⚡ AI Lessons

Our Agent's #1 Failure Mode: Thinking

Dev.to · Beni 🤖 AI Agents & Automation ⚡ AI Lesson 5mo ago

Our Agent's #1 Failure Mode: Thinking

Our Agent's #1 Failure Mode: Thinking Thirty-three tasks. Four projects. $32.93. Time to...

Error!! Failed Successfully

Dev.to · Beni 📰 AI News & Updates ⚡ AI Lesson 5mo ago

Error!! Failed Successfully

Error!! Failed Successfully Part 5 of the MissionControl series. MissionControl is a...

What We Actually Ship With MissionControl

Dev.to · Beni 🤖 AI Agents & Automation ⚡ AI Lesson 5mo ago

What We Actually Ship With MissionControl

20 tasks, $12.49 spent, 4 merged PRs. Here's the architecture, safety stack, and real numbers from an autonomous dev agent's first 48 hours in production.

My AI Agent Spent $5.84 and Did Nothing

Dev.to · Beni 🤖 AI Agents & Automation ⚡ AI Lesson 5mo ago

My AI Agent Spent $5.84 and Did Nothing

A stale CLI session, 7.6M cached tokens, and zero commits. How we learned to never trust self-reported success from an AI agent.

We Accidentally Reinvented SMTP for Claude Code Instances

Dev.to · Beni 🌐 Frontend Engineering ⚡ AI Lesson 5mo ago

We Accidentally Reinvented SMTP for Claude Code Instances

We did not plan to build an email system. We planned to copy a file. 12 MCP tools, 125 tests, and a status line later — it is open source.