Heavy Scaffolding / Agentic Systems

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  "title": "Heavy Scaffolding / Agentic Systems",
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  "dateCreated": "2026-02-15",
  "summary": "Comprehensive analysis of multi-agent AI systems with extensive benchmarking data showing rapid capability growth (77.2% SWE-bench, 5.5x improvement 2023-2025) but persistent reliability challenges (45-60% error propagation rates, 2:1 human advantage at 32-hour tasks). Estimates 25-40% probability of paradigm dominance at transformative AI, with 67% Fortune 500 deployment but only 6% full trust for core processes.",
  "description": "Analysis of multi-agent AI systems with complex orchestration, persistent memory, and autonomous operation. Includes Claude Code, Devin, and similar agentic architectures. Estimated 25-40% probability of being the dominant paradigm at transformative AI.",
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