Minimal Scaffolding

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  "llmSummary": "Analyzes minimal scaffolding (basic AI chat interfaces) showing 38x performance gap vs agent systems on code tasks (1.96% → 75% on SWE-bench), declining market share from 80% (2023) to 35% (2025), but retaining advantages in cost (\\$0.001-0.05 vs \\$0.10-5.00 per query), latency (0.5-3s vs 30-300s), and interpretability for simple tasks.",
  "description": "Analysis of direct AI model interaction with basic prompting and no persistent tools or memory. The simplest deployment pattern, exemplified by ChatGPT web interface. Declining as agentic systems demonstrate clear capability gains.",
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