Sources checked
Inventory the features a replacement must reproduce
Inventory the components your application depends on. Keep prompts, evaluation cases, and source data in portable formats where practical. Write down provider-specific features that a replacement must reproduce or that you can remove.
API compatibility does not ensure identical behavior
A compatibility layer can hide differences without eliminating them. Test output format, error handling, latency, and tool behavior against the replacement before switching traffic.
What to remember
Test a replacement before migration.
Sources & further reading
How this story was made
Written by Kristian Kostov with AI assistance and checked against the linked sources. Company performance claims are attributed to the company. Analysis reflects AiLookout’s interpretation; we have not independently tested the products discussed. Cover photography is illustrative and does not depict the specific announcement or product.
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