@lazertech

3 keys to building elite agents from @saltorious.eth 1️⃣ Orchestration > Monoliths: Use a flagship model (like GPT 5.4 or Claude Opus 4.6 ) as an Orchestrator that delegates to specialized Sub-Agents (like Claude Haiku or Gemini Flash) for specific tasks. This drastically reduces token costs while maintaining elite reasoning. 2️⃣ The 45% Rule: Avoid context rot. Once you pass 45% of the window, reasoning drops. Keep your prompts high signal, low noise. 3️⃣ Social Context: The best agents ingest top casts/replies to build "Digital Twins" that actually sound human, not like AI slop. A good agent understands your voice by analyzing the delta between your bio and how the community actually resonates with your content.

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