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Putting 1,000 Agents Inside One Task: The Engineering Logic of Claude Subagents and Workflows cover
June 1, 20262 min read

Putting 1,000 Agents Inside One Task: The Engineering Logic of Claude Subagents and Workflows

When AI does deep research, the system behind the answer is often not one chatbot but a temporary team of parallel AI workers. This article explains Claude subagents, workflows, context isolation, parallel tool use, structured outputs, reliability, and token economics.

Tseka Luk avatarTseka Luk
Nebutra OriginalsAI Engineering+1
An Autopsy of Three Claude Code Skill Frameworks: superpowers, gstack, and ECC cover
May 23, 20262 min read

An Autopsy of Three Claude Code Skill Frameworks: superpowers, gstack, and ECC

A practical dissection of superpowers, gstack, and Everything Claude Code: what actions they actually change, how much context tax they charge, and which workflow each one fits.

Tseka Luk avatarTseka Luk
Nebutra OriginalsAI Engineering+1