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nebutra originals
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June 8, 20262 min read
People Standing on the Old Abstraction Layer: The Layer After Agents
The next Manus Moment will not come from a smarter standalone agent. It will come from the coordination layer that turns many agents into an accountable AI-native organization.
Tseka LukNebutra OriginalsAI Strategy+1
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 LukNebutra OriginalsAI Engineering+1
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 LukNebutra OriginalsAI Engineering+1
May 21, 20262 min read
Think Different: In the Age of AI Homogenization, Independent Thinking Is Differentiated Positioning
When anyone can ship an AI SaaS in 48 hours, real differentiation is no longer a feature. It is judgment, taste, speed, and identity.
Tseka LukNebutra OriginalsFounder Notes+1