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Arpeggio
An applied engineering lab for energy, shelter, and autonomy.
Arpeggio exists to work on the hard problems — helping professionals stabilize their dependencies and reduce volatility.
In control theory terms: reducing afferent coupling and instability.
Tools for Autonomy
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Latest outputs and field notes
Structured Delegation: Governing AI in Long-Lived Codebases
2026-03-01
Tool
A governance framework for tech leads, founders, and technical solopreneurs building long-lived systems in an AI-accelerated environment. This guide provides a structural decision model for when humans must anchor architectural work, when AI can safely draft bounded changes, and how to enforce behavioral guarantees during cross-cutting refactors. Includes the change-classification framework, refactor governance lane, validation criteria beyond green tests, and operational delegation rules designed to prevent architectural drift, token burn, and rewrite cycles.
This Is How Agentic AI Kills Your Code
2026-06-28
Blog

I keep seeing the same claim from AI enthusiasts on LinkedIn:

AI makes senior engineers more important. Coding is dead, or at least no longer the scarce skill. Taste, judgment, and vision remain. The code itself is becoming cheap. The real question,…

Corporate Engineering Domesticated Engineers for the AI Slaughter
2026-06-24
Blog

Accept the Premise

Go ahead, ask GPT if coding is no longer relevant.

It will probably say something polite and qualified, because the machine has been trained not to walk directly into the knife. It will say coding still matters, but the future…

Risk Transfer or Golden Opportunity?
2026-06-09
Blog

The next phase of the AI cycle is not simply about whether AI is real.

AI is useful. The harder question is whether the juice is worth the squeeze right now, with war risk, oil pressure, sticky inflation, weaker public sentiment, visible ROI ceilings,…

Debunking the Latest Jobs Report
2026-06-05
Blog

The Economy Is Hiring, But Leverage Is Dying

Prima facie, this is not a recessionary labor market.

The United States added 172,000 jobs in May. The unemployment rate held at 4.3 percent. The recent hiring pace still looks healthy: the three-month…