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Reference: Standards, Human Factors, Emerging, and Fallacies

Standards, human factors, emerging trends, and reasoning fallacies that provide broader context for AI-assisted development.

Standards

Protocol specifications and interoperability standards — MCP, A2A, AGENTS.md, llms.txt, OpenAPI tool specs, and agent definition formats.

Human Factors

The human side of working with AI agents — cognitive load, skill atrophy, attention management, progressive autonomy, and developer control strategies.

Emerging

Trends and capabilities on the horizon — bootstrapping coding agents, first-party agent composition, hyper-personalized software, and product-as-IDE.

Fallacies

Common reasoning errors about AI capabilities — the knowledge generation fallacy, chain-of-thought reasoning fallacy, consistent capability fallacy, and more.

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