09 · The manifesto

The record is here.The question is who it serves.

We read the work. We refuse the watching. Six positions, five refusals, one covenant — held at full strength.

Work with AI writes itself down. Every session — the prompts, the retries, the “no, not like that,” the moment it finally clicks — is the most revealing record of human effort ever created. We think your organization should read it. We think not reading it is negligence — the reasoning behind your product, evaporating on laptops. And we think reading it the way the last century read its workers would be worse than not reading it at all. This manifesto is how we hold all three positions at once, at full strength.

We know how this goes, because it has gone this way every time

Every time work produced a richer signal, someone pointed it at the worker.

The stopwatch. Scientific management put a timer on the factory floor and broke the job into measured motions — the original template for treating a person as a thing to optimize.1 The activity tracker. When work went remote, “bossware” followed it home — keystrokes, mouse movement, screen contents, periodic screenshots.2 The work diary. On the big freelance platforms, getting paid by the hour still means an app photographing your screen six times an hour and marking you idle when you stop to think.3 The productivity score. In 2020 a major vendor shipped per-employee scores of email and chat activity; the backlash forced the names out within weeks.4

And in April 2026 the cameras turned all the way inward: a major employer began capturing its staff's keystrokes and clicks — by several accounts, snapshots of their screens too — as training data for AI agents. No opt-out.Reuters, April 20265

The justification is always efficiency. The instinct is always suspicion. And the safeguard is always a promise — never a structure. We are not interested in adding a politer chapter to that history.

Sessions are not screenshots

A screenshot shows what was on your screen. A session shows what was in your head — it captures you not knowing something and working it out, which is the exact material of learning. Rank people on it and you are not measuring productivity; you are punishing the visible evidence of it. People respond the only rational way: they stop asking exposing questions, they sanitize the record, and the signal corrupts the moment it becomes a target.6 That is not a privacy argument. It is an engineering argument: a watched record is a worthless record.

What we hold

1 The record is real. A session conducted in a company repository, in the course of paid work, is work product — as much the company's intellectual property as the code it produced. An organization that lets it evaporate on laptops is deleting its own memory and calling it privacy.

2 Custody is not visibility. The organization keeps the record — preserved, backed up, owned. The person keeps the aperture — who sees what is decided by architecture. Anyone who tells you these two must trade against each other is selling you one of the two failure modes.

3 Aggregate by design, not by apology. The last vendor to ship named individual scores stripped the names out within weeks, under public pressure. We start where they were dragged. Groups of five or more, context attached, no exceptions to discover later.

4 Coaching is confessional. A transcript captures a person not knowing something yet. Turn that into a ranking and you punish the visible evidence of learning — so people stop asking honest questions, and your best signal dies of self-consciousness. Transcripts feed the coach. Never a dashboard.

5 Listening owes receipts. Every friction voiced gets a visible outcome — a change, a decision, or a reasoned no — and the organization publishes how long that takes. A survey that changes nothing is not listening; it's collection with manners.

6 Architecture over policy. Policy is amended in a document nobody re-reads. Architecture has to be visibly rebuilt, and people can watch that it isn't. The safeguards live in the structure: the sharing conditions, the team-level views, the access log everyone can read.

What we refuse to build

Not as a roadmap decision — as a definition. A system that does any of the following is not implementing HX, whatever it says on the pricing page:

  • Activity leaderboards, however delivery is going.
  • Keystroke counts, screenshot diaries, idle-time scores — measurement as suspicion.
  • Individual metrics shown to anyone but the individual.
  • Coach or session transcripts surfacing in any evaluation, ever.
  • Sentiment collection without a receipt attached.

The fork

The record exists either way. The organizations that read it under a covenant will compound — a coach in every corner, friction caught while it's small, craft that spreads instead of retiring with its owners. The organizations that read it as surveillance will collect a beautifully sanitized archive of people performing for the camera. And the organizations that refuse to read it at all will lose to the first group, slowly, then quickly.

“Trust us” is what every surveillance tool has ever said. “Verify us” is the only thing worth believing.

That is why the covenant is not an appendix to this framework — it is the framework's load-bearing wall. Read the charter. Sign it. Or ask your vendor why they won't.

Sources

  1. Frederick W. Taylor, The Principles of Scientific Management (1911).
  2. Industry reporting on employee-monitoring software (keystroke, screen, and screenshot capture) and its growth. techtarget.com
  3. Upwork Work Diary — screenshots ~6×/hour plus activity scoring. buzzfeednews.com
  4. Microsoft Productivity Score (late 2020): per-user measures, privacy backlash, and the move to organization-level aggregation. geekwire.com
  5. Meta employee monitoring for AI training, first reported by Reuters, Apr 2026 (screen-snapshot detail per CNBC/Fortune summaries). techcrunch.com
  6. Goodhart’s law (Goodhart, 1975; Strathern, 1997). See HX Signals 002.

Published as part of the HX framework, under CC BY 4.0.