Dev logs: Implementing continual in-context learning on GPT-5.6-sol

willccbb · x · 2026-08-16

A developer shared progress on implementing a primitive form of continual in-context learning using GPT-5.6-sol over the past few weeks. The setup uses a single long-running thread to self-manage and trigger tasks, described as magical and pleasant to use. The developer noted it is much more reliable for tasks requiring nuanced judgment across scattered context compared to other approaches tried, emphasizing that the system must earn trust through patience and skepticism.

Related event: Developer Reports Continual Context Learning with Self-Managing Agent Swarm on GPT-5.6-sol(5 posts)→

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