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2499218c18 docs: add Agap agent platform design (A2A, per-model queues, agents)
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Overall design for moving from a single tool-heavy Adolf to a multi-agent
platform: agents as personas (prompt+memory+tools) that can swap backbones,
models as the scarce queued resource (per-model queues with always-on /
quota-gated / cost-gated / on-demand lifecycles), and A2A patterns
(agent cards, task lifecycle, context-by-reference) to move work between them.

Covers the required cases: Hindsight reflect as an async queued task to the
large model, the Claude Code loop as just another queue-consuming agent, why
queues are keyed by model rather than agent, and how the lab grows to remote
llama / extra GPUs / research agents.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014t8Qg9gi7H7HtT8MncoXAB
2026-07-21 06:03:29 +00:00