Operator publication

AI, software, and measurement for scrap and recycling.

Field notes, tools, and essays drawn from public data, public methods, and operator-informed experience: measurement, material identity, plant workflows, and the software that turns scrap into systems.

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Primary-source operator view Grounded in public data, public methods, and operator-informed experience.

Measurement as leverage Material identity, QA, lineage, and the commercial consequences of better data.

Tools as proof Public-safe validators, notes, and operating artifacts as the publication matures.

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Essays and field notes

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Jan 19, 2026 essay
Scrap and the Next Monetary Regime: Volatility, Credit, and Export Whipsaw
A regime framework for scrap spreads, private credit, export optionality, and risk control when policy becomes financing-constrained.
- scrap
- economics
- credit
Jan 1, 2026 essay
The Material Identity Layer: How specs, sensing, and contracting could reshape U.S. aluminum scrap (2026–2035)
How specs, sensing, contracting, and QA could turn premium aluminum scrap from a probabilistic input into a more contractible one.
- aluminum
- recycling
- material-identity-layer
Aug 26, 2025 essay
The Future Scrap Yard: Fewer People, More Power
Automation and AI may make scrap yards leaner, but the remaining operators will matter more because they orchestrate systems instead of only executing tasks.
- scrap
- automation
- ai

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live public tool

Material Identity Readiness Checklist

A one-page, dispute-first self-assessment for scrap and recycling operators: can you prove material quality beyond the grade label, and defend it when a load is downgraded or rejected? Print it and walk it with your team.