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📰 Dev.to · keesan.eth

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What 12 failure classes and 30 Billion tokens spent taught us about trusting AI coding agents

Dev.to · keesan.eth 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago

What 12 failure classes and 30 Billion tokens spent taught us about trusting AI coding agents

We've been watching AI coding agents fail in production for long enough that we started keeping a...

Why the retry loop is usually the expensive part of agent work

Dev.to · keesan.eth 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago

Why the retry loop is usually the expensive part of agent work

Why agent failures become expensive once the runtime keeps retrying without proving anything changed.

The expensive part of an AI agent failure is usually the retry loop

Dev.to · keesan.eth 📰 AI News & Updates 3mo ago

The expensive part of an AI agent failure is usually the retry loop

A practical account of why agent failures become expensive and what actually stops the cost spiral.

What Actually Makes Social Automation Reliable

Dev.to · keesan.eth 🏗️ Systems Design & Architecture 3mo ago

What Actually Makes Social Automation Reliable

A reliable social automation stack is not built by stacking more retries on top of brittle...

AI Coding Agents Are Burning Budgets. The Next Layer Is Control

Dev.to · keesan.eth 💻 AI-Assisted Coding ⚡ AI Lesson 4mo ago

AI Coding Agents Are Burning Budgets. The Next Layer Is Control

AI coding agents are becoming useful, but they still burn budgets, loop on bad strategies,...