A standing inquiry into what stays viable.

Observations from my own building and mentorship, curated work by others, and — in time — guest voices. Published when ready, not on a schedule, and held to the same standing commitment as Data.

  1. 01 Voices

    Mine, others', eventually guest

    Essays from my own building and mentorship (confidentiality preserved), plus curated work by others worth pointing to.

  2. 02 Cadence

    When ready, not on a schedule

    Pieces appear when they're worth reading, not when an editorial calendar says so.

  3. 03 Index

    Tagged to one of nine dimensions

    Filter the feed to whichever dimension is pressing for you — across the builder, the craft, and the conditions.

  4. 04 Companion

    Research names. Data measures.

    Research moves at the speed of thought; Data moves at the speed of evidence.

01 Browse — Filter by Dimension

Nine dimensions of viability.

The SlateNothing below is published yet. These are the research streams in active development — the first pieces on the slate. When a piece is ready, its link goes live; until then, the title is a promise, not a claim.
Filter: What these mean
Family I · The Builder
Family II · The Craft
Family III · The Conditions
On the slate · Research stream

The founder faculty: origination as the human's answerable front end

The judgement that decides what deserves to be built — where it comes from, whether it transfers, and what happens to it when the model can propose too.

On the slate · Research stream

Adult skill acquisition, transfer, and de-skilling

What the literature on skill decay and transfer actually predicts for a builder who hands the middle of the work to agents — and what it doesn't.

On the slate · Research stream

The diagnostic instrument itself

Turning a working harness into a measurement instrument without corrupting either — what a self-study can honestly claim, and where it has to defer.

On the slate · Research stream

Review capacity as part of condition

Agents absorb the middle of the work; review is what's left. How much honest review one builder can actually hold, and what happens past that line.

On the slate · Research stream

The relocation lens: every escape is a trade

No move sheds risk — it relocates it. A lens for reading vendor exits, insourcing decisions, and platform bets across the six situations.

On the slate · Research stream

The operating profile: the instrument's wiring

The profile of how one builder actually works under AI-native conditions — the wiring the rest of the inquiry reads through, published so it can be argued with.

02 The Standing Commitment

Research names what Data measures.

Standing Commitment

Unfavorable findings will be published with the same visibility as favorable ones.

Metrics will be locked with a PhD collaborator (engagement pending) before they can be gamed, and before any of them go public. Methodology changes are versioned and visible. The same commitment appears in full on Data — both sides of the inquiry stand behind it.

Committed 2026-Q2 · S. Clay Turner

If the engagement is your way in → Mentorship.

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