Systems
7 min read
Choosing AI platforms without vendor lock-in
The AI market moves fast. A few architectural choices today can keep your options open as models and prices change.
The market will keep moving
New models arrive every few months, and pricing shifts just as quickly. Committing your whole stack to one provider can look efficient today and expensive tomorrow.
Build a thin layer
Put a simple abstraction between your applications and the models they call. It lets you test alternatives, route tasks to the right model, and switch providers without rewriting everything.
Keep prompts and evaluations in your own repository
Own your data pipelines and retrieval layer
Negotiate exit terms before you sign
Independence is not about avoiding vendors. It is about keeping the decision in your hands.
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