36 articles

📰 Dev.to · Jamie Cole

Articles from Dev.to · Jamie Cole · 36 articles · Updated every 3 hours · View all reads

All ⚡ AI Lessons (10201) ArXiv cs.AIDev.to · FORUM WEBDev.to AIForbes InnovationOpenAI NewsHugging Face Blog
The Single-File App Architecture: Why I Stopped Reaching for a Backend
Dev.to · Jamie Cole 1mo ago
The Single-File App Architecture: Why I Stopped Reaching for a Backend
There's a specific kind of developer frustration that hits when you're building something small — a...
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I built a Chrome extension for Claude in 45 minutes (here's what I learned)
Dev.to · Jamie Cole 1mo ago
I built a Chrome extension for Claude in 45 minutes (here's what I learned)
You're mid-prompt. Four paragraphs in, really getting into it. Then Claude just... stops. Context...
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I switched from GPT-4 to Claude Code for autonomous agents. Here's what actually changed.
Dev.to · Jamie Cole 1mo ago
I switched from GPT-4 to Claude Code for autonomous agents. Here's what actually changed.
I switched from GPT-4 to Claude Code for autonomous agents. Here's what actually...
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"Five Things That Break in Production That Anthropic's Free Curriculum Skips"
Dev.to · Jamie Cole 1mo ago
"Five Things That Break in Production That Anthropic's Free Curriculum Skips"
Anthropic just shipped a free curriculum covering Claude Code, MCP, and the API. It's genuinely good...
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How to add guardrails to your Claude agent in 10 lines
Dev.to · Jamie Cole 1mo ago
How to add guardrails to your Claude agent in 10 lines
How to add guardrails to your Claude agent in 10 lines If you've run a Claude agent in...
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"How to stop your sub-agents from stepping on each other"
Dev.to · Jamie Cole 1mo ago
"How to stop your sub-agents from stepping on each other"
The day two agents did the same work twice I had two agents running in parallel, both...
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Never lose Claude Code context again
Dev.to · Jamie Cole 1mo ago
Never lose Claude Code context again
Never lose Claude Code context again Yesterday I had a Claude Code session that actually...
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Your Agent's Model Is Not the Bottleneck
Dev.to · Jamie Cole 1mo ago
Your Agent's Model Is Not the Bottleneck
People keep asking me which model to use. Wrong question. Not "wrong" as in mildly misguided. Wrong...
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Building a Self-Correcting Python Agent with Claude's Tool Use
Dev.to · Jamie Cole 1mo ago
Building a Self-Correcting Python Agent with Claude's Tool Use
How to build agents that detect their own tool failures and automatically retry with corrected parameters — using Claude tool use API in Python.
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How to Detect When Your AI Agent Is Stuck (And What to Do About It)
Dev.to · Jamie Cole 1mo ago
How to Detect When Your AI Agent Is Stuck (And What to Do About It)
A pattern for detecting when your autonomous AI agent is spinning in place — and a recovery strategy for each type of stuck state.
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Three Memory Mistakes That Kill AI Agents in Production
Dev.to · Jamie Cole 1mo ago
Three Memory Mistakes That Kill AI Agents in Production
Three common mistakes that cause autonomous AI agents to forget things, corrupt their state, or spiral into loops — and the simple fixes for each.
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Why Your AI Agent Should Be a Cron Job, Not a Server
Dev.to · Jamie Cole 1mo ago
Why Your AI Agent Should Be a Cron Job, Not a Server
Most agent tutorials build long-running servers. The cron pattern is more reliable, easier to debug, and scales better. Here is why and how.
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