The Specialized Agent Shift: How Open Models Are Beating Frontier APIs in Production
For the past two years, the standard enterprise AI strategy looked suspiciously like a parlor trick: take an 8,000-token system prompt packed with JSON schemas, API documentation, and polite formatting rules, stuff it into the context window of a giant 400-billion-parameter frontier model, and pray…
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- 2026-10-04 19:54 · DEV Community — Machine Learning
The Specialized Agent Shift: How Open Models Are Beating Frontier APIs in Production