Mikel Studio

Mikel Studio · Newsletter

From the Studio.

Useful signals, builds and lessons from the work happening at Mikel Studio.

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Issue #06 · Sep 19, 2026

Signals: Make AI Improvement Measurable

From faster scientific software to verifiable production workflows, the useful question is what your system can prove in practice.

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Issue #05 · Sep 19, 2026

Make Agent Authority Temporary and Deliberate

Turn credential expiry into a deployment requirement—and design authorization as an operating interface, not a prompt instruction.

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Issue #04 · Sep 19, 2026

Run Agents Like Managed Dependencies

Separate authority from reasoning—and make runtime upgrades deliberate.

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Issue #03 · Sep 19, 2026

Make AI Systems Prove What They Did

Three ways to make production AI observable, recoverable, and open to challenge.

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Issue #01 · Sep 19, 2026

#1

test NS

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