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Sleptons: An AI-Native Production Factor Allocation Network
The world already moves capital and goods with industrial precision. Talent, ideas, desire, and trust still travel by accident. Sleptons is a bet that the next productivity jump comes from better allocation, not only more production.
Tseka Luk
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 Luk
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
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
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 Luk