Devops PROMPT
Migration Plan for Model Switch
July 26, 2026Optimized for: anySwitching production models
Plan a migration from [CURRENT MODEL] to [TARGET MODEL] for a production workload. Cover: 1. BEHAVIOURAL DELTAS to expect: tokenizer differences and their effect on cost, system prompt interpretation, refusal boundaries, structured output strictness, tool-calling format, streaming behaviour. 2. WHAT WILL SILENTLY BREAK: the changes that pass tests and fail in production. Be specific. 3. TOKEN COUNT IMPACT: different tokenizers mean the same text costs different amounts. Estimate the direction and rough size. 4. SHADOW TEST PLAN: how to run both models on real traffic and compare, including what to compare on and the sample size needed. 5. ROLLOUT: percentage stages, what metric gates each stage, and the rollback trigger. 6. WHAT TO DELETE AFTERWARDS: the workarounds for the old model's quirks that should not survive the migration. Workload: [DESCRIBE]
Migration plan focused on the silent failures, tokenizer cost shifts and old workarounds that outlive the model they were written for.
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