A weekly publication from Allen Helton

Thoughts, patterns, and lessons from building real cloud and AI systems

Writing, talks, and curated picks on cloud-native systems and practical AI, shared weekly.

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Ready, Set, Cloud!
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Your agent is repeating itself

So much of agent traffic is repetitive. By adding in caching layers, you can both improve your user experience and decrease your bills in …

Ready, Set, Cloud!
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Local agents scare me

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.

Ready, Set, Cloud!
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Your AI agents are a security nightmare

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 …

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