17h ago · 8 min read · Last month, I published a comparison: MCP Servers vs. CLI. Single server (GitHub), controlled test, clear conclusion: Native MCP wastes 99.7% on schema tax in typical sessions. But that's a lab test.
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8h ago · 5 min read · OpenAI API Key Rotation: Security and Cost Control for Production Agents Last month, one of our customer support agents went into a retry loop at 3 AM. By the time our on-call engineer woke up to the PagerDuty alert, we'd burned through $2,400 in Ope...
Join discussion22h ago · 7 min read · AI coding agents do not drift randomly. They drift when capability questions get treated as implementation details instead of planning gates. The questions are simple: What can this tool touch? What
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1d ago · 4 min read · What happens when an AI agent hits a rate limit — and how to design around it Your AI agent is processing customer support tickets at 3 AM. It's been running flawlessly for hours, then suddenly: RateLimitError: You exceeded your current quota. The ag...
Join discussion1d ago · 4 min read · What you'll learn How to implement comprehensive observability for OpenAI agents without cluttering your codebase The critical metrics and signals to track that actually predict production failures A structured approach to organizing logs, traces, a...
Join discussion1d ago · 3 min read · I get about 200 emails a day. About 8 of them matter. For a long time my workflow was: open inbox, scan, archive, repeat. It took 30-45 minutes a day. I built a Python script to do it for me. This is what I built and what I learned. The core idea The...
Join discussion1d ago · 8 min read · Adding AI capabilities to Laravel applications has become essential for modern web development. This guide shows you how to integrate OpenAI, build AI-powered features, and handle API interactions eff
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1d ago · 6 min read · Important: OpenAI has announced that the Sora 2 API and consumer applications will be discontinued on September 24, 2026. The iOS and Android apps were already shut down on April 26, 2026. If you're building production systems that depend on video ge...
Join discussion2d ago · 2 min read · Imagine being able to sell products directly through the platform where your customers already spend their time—WhatsApp—without the headache of building a full website. For a neighborhood café, a bou
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