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Curated by Richard Bland
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Smart AI routing cuts costs 6,000x. State machines that won't compile wrong.

Smart AI routing cuts costs 6,000x. State machines that won't compile wrong.

The most expensive mistake in agent development isn't choosing the wrong model - it's choosing any model when Python would do. A new cost curve pattern routes tasks to the cheapest solver that works: deterministic Python first, then Claude Haiku for ambiguous cases, then Sonnet only for genuine sema...

Morning Edition

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AI

The $0 Agent: How Tiered Model Routing Kills AI Bills

Here's a question that should make every startup builder pause: what if most of your AI agent's tasks don't actually need an AI? A recent breakdown f...

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Quantum

381,000 Qubits Instead of Millions: Quantum Gets Leaner

Quantum computing has a dirty secret: most estimates for practical applications require millions of physical qubits. RSA-2048 factoring - the thing th...

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Web

State Machines That Break at Build Time, Not 2 AM

OAuth flows that crash at 2 AM. Payment processors that silently accept invalid state transitions. User onboarding sequences that let people skip step...

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Inside Marbl

Original insights and perspectives from the Marbl Codes team

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