task-dag

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Cache-aware orchestration for LLM agents. Fork helpers that share cached prefixes, detect cache breaks, and cut token costs by 38%+.

python agent research deep orchestration multi-agent openai swarm agents ai-agents cache-optimization llm prompt-caching anthropic litellm task-dag

Multi-agent coordination for Claude Code. Task DAGs, HMAC auth, browser dashboard. Python stdlib only.

python security mcp coordination multi-agent developer-tools hmac ai-agents claude-code task-dag

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