OpenAI ships compaction in Responses API; devs debate if it kills differentiation

zeeg · x · 2026-10-06

A thread on OpenAI shipping compaction (context compression) built into the Responses API endpoint. @pvncher argues compaction is a core model capability that is very hard to separate out during training, and developers can build a custom harness on Responses API and use the official compaction. @zeeg counters that this exposes how limited the tools vendors give customers are — leaving no room to build a competitive product or vary the implementation — and doubts this approach survives even if he understands why providers hide reasoning.

Related event: OpenAI's Built-in Compaction Sparks Vendor Lock-in Debate(10 posts)→

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