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## Summary - preserve the ACP observer envelope through renderer ingestion - bulk-deduplicate/sort/fold one agent batch before one external-store publication - suppress publications for entirely duplicate replay batches - cover raw history, transcript, active-turn terminal behavior, and publication count ## Why The harness already publishes observer frames in one-second batches. Desktop expanded each envelope and called the global observer store once per inner frame. Each call copied/sorted up to 3,000 retained frames and woke every observer subscriber; the app-level active-turn bridge then rescanned every running/deployed agent's retained buffer. ## Representative work-count profile Controlled workload: 14 agents, 1,000 retained frames each, 24 inner frames/envelope, 10 rounds (3,360 new frames). | Counter | Before | After | |---|---:|---:| | Observer publications | 3,360 | 140 | | Aggregate retained events revisited by a representative global subscriber | 52,686,480 | 2,196,880 | Both deterministic counters fall **24×**. Node wall time was loader/JIT-noisy and is deliberately not presented as production CPU evidence. ## Validation Exact head `038a29f6f0ff866884e07bb66eebe87e576f6769`: - `pnpm --dir desktop test` — 4,718 passed, 0 failed - `pnpm --dir desktop typecheck` — passed before rebase; the rebase changed only the base and the full suite passed on the exact head - pre-commit Desktop Biome + file-size gate — passed The installed v0.5.10-block process and LocalStorage database were not restarted or modified. Signed-off-by: Wes <wesbillman@users.noreply.github.com> Co-authored-by: Princess Donut <68157ebd23b3897c1991015c3038658ea916200c67d3a54620b0754d1b92f6e0@buzz.block.builderlab.xyz>