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A phase-gated workflow injects state or specs at session start, on every user prompt, and whenever a sub-agent starts; mini-trellis keeps only a short startup entry and reads specs once in the main ...

Why We Are Moving Beyond 'Chat'In the autumn of 2026, the generative AI market underwent a rapid structural transformation from the 'one-on-one conversational paradigm' driven by chatbots to 'Always-O ...