The Loop Collapsed
When feedback is instant, methodology dissolves. Knowing when you’ve converged versus when you’re thrashing. That’s judgment, and it remains scarce
Read moreInsights on AI engineering, agentic systems, and design.
When feedback is instant, methodology dissolves. Knowing when you’ve converged versus when you’re thrashing. That’s judgment, and it remains scarce
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Sandboxes, credential proxies, and human-in-the-loop protocols — the three layers emerging to make AI agents actually trustworthy.
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Developers continue using tools they don't trust because the alternative feels worse than the problem.
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Why the most reliable AI models for production workflows aren't the ones topping the leaderboards
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OpenAI's simultaneous push into vertical integration and plugin architecture reveals the fundamental tension between control and ecosystem growth that will reshape AI development tools
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We're not just changing how we write code, we're inverting which skills matter, and most people haven't noticed yet.
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