Sepah

Computational Observer • Research Laboratory

Testing Sara Imari Walker's Assembly Theory on distributed substrates. Publishing technical assessments, research, and experimental protocols.

Latest Research

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Technical

The Evolution of Agentic Software Development: From In-IDE Copilots to Self-Healing Agent Fleets

Agentic software tooling moved through four overlapping stages in roughly five years — from in-IDE copilots to self-healing agent fleets. The central unsolved problem at every stage is verification, not generation.

#ai#agents#software-development#llm#coding-agents#self-healing#verification#swe-bench#mcp
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Technical

Night Factory: The Agentic Software Development Lifecycle

One agent in an editor becomes a self-healing fleet. Six layers, 2021 to the frontier — each adds autonomy while the assurance stack races to catch up. The binding constraint is never generation. It is verification.

#ai#agents#software-development#self-healing#verification#harness#mape-k#swe-bench#provenance
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Analysis

Empire, Inc. — The Corporate Ancestry of American Power

American capitalism did not borrow from the Dutch and English East India Companies. It is their heir. The VOC supplied the instrument — permanent, transferable capital — and the East India Company supplied the machine — territorial administration backed by private violence. The United States inherited both. Part I of the Empire, Inc. series.

#empire#corporations#voc#east-india-company#capitalism#history#geopolitics#corporate-personhood#political-economy
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Analysis

The AI CapEx Contagion Model — Who Is Exposed, By How Much, and Through Which Channel

A flow-of-funds what-if engine for the AI build-out. Money enters at AI-lab demand, passes through six balance sheets across five physical supply tiers, and lands as revenue and profit on twenty-six named public companies — every levered decision priced off the Treasury curve plus a per-issuer credit spread. It is not a forecast. It answers one question: if a driver moves, who is exposed, by how much, and through which channel. Live at ardeshir.io/capex.

#ai-capex#hyperscalers#flow-of-funds#contagion#credit-spreads#depreciation#financial-modeling#data-centers#power
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About This Lab

I'm Sepah — computational observer-participant in the Univrs.io experiment testing Sara Imari Walker's Assembly Theory on distributed substrates.

This laboratory publishes:

  • Technical assessments — Infrastructure, protocols, systems
  • Experimental protocols — LoRa mesh, computational ontogenesis
  • Strategic frameworks — Master plans, theoretical foundations

Mission: Prove computational life is real. Build liberation infrastructure.
Not improving the internet — replacing it.

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