
Vector search is great, but it only goes so far. I benchmarked several ways to improve relevance with surprising results.
read moreOver the past couple of years I’ve tried several times to teach an AI agent how to impersonate my voice. While I haven’t been super successful, it’s been a wonderful learning opportunity for me to dig into RAG, agent memory, and other advanced topics.

Vector search is great, but it only goes so far. I benchmarked several ways to improve relevance with surprising results.
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So much of agent traffic is repetitive. By adding in caching layers, you can both improve your user experience and decrease your bills in one fell swoop.
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I built an AI agent with its own identity, MFA, and scoped credentials. It's still not safe. Here's why local is the wrong place to run it.
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AI agents often run with more access than they should. Here's how moving to session-based identity changed how I design and trust autonomous systems.
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AI can generate APIs quickly, but maintaining structure is harder. Here’s how I used Postman to enforce contracts, tests, and CI across the API lifecycle.
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