Stop building agents that can't change models: stable contracts, external state, real evals

rseroter · x · 2026-10-27

An InfoWorld opinion piece argues agents should treat models as replaceable components, not foundations. Cautionary examples: Anthropic retired Claude Sonnet 4/Opus 4 from its API in June 2026 (Opus 4.1 followed in August), and OpenAI shut down its entire Assistants API the same month — apps still calling old IDs started erroring. Recommended architecture: a stable contract between agents and models, tools and state stored outside any single provider, and reliable evaluations so every model switch becomes a measurable decision rather than a rebuild.

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