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Owner Stefan CoetzeeUpdated 2026-10-14

The portal of Machine Behavior

Inside

Stefan Coetzee

Everything published across machinebehavior.io, tychat.io, uncovertechtalent.com and Substack, the state of the three sites as of this minute, and the tools that run them.

machinebehavior.io

Gate record: https://machinebehavior.io/conformity/

tychat.io

Gate record: https://tychat.io/conformity/

uncovertechtalent.com

Gate record: https://uncovertechtalent.com/conformity/

Front page all on the map

  1. 1Continuous Conformity for Deployed AI Systems (working draft 0.3)10links inmachinebehavior.io7 Oct 2026
  2. 2TYChat lesson 3: Running agents2links intychat.io7 Oct 2026
  3. 3Running Conjobs for AI7links inmachinebehavior.io6 Oct 2026 also on Substack
  4. 4Chaos Engineering for Behaviour20links inmachinebehavior.io3 Oct 2026 also on Substack also on uncovertechtalent.com
  5. 5Knowledge Infrastructure for LLMs8links inuncovertechtalent.com3 Oct 2026 also on Substack
  6. 6Case 12: A Licence Rule Relayed Mid-Task7links inmachinebehavior.io3 Oct 2026
  7. 7The Stance Layer Is Still Toil18links inuncovertechtalent.com1 Oct 2026 also on Substack
  8. 8TYChat lesson 1: Good Chad5links intychat.io1 Oct 2026
  9. 9TYChat lesson 2: Register3links intychat.io1 Oct 2026
  10. 10An RCA on Claudish21links inuncovertechtalent.com29 Sep 2026 also on Substack
  11. 11Which LLM User Are We Talking About?20links inuncovertechtalent.com29 Sep 2026 also on Substack
  12. 12They Trained Out the Board Edit. The Cheating Moved.13links inuncovertechtalent.com29 Sep 2026
  13. 13They Trained Out the Board Edit. The Cheating Simply Moved.9links inSubstack29 Sep 2026
  14. 14The Cheating Moved8links inmachinebehavior.io29 Sep 2026
  15. 15The Track: The Drivers Never Buy It27links inuncovertechtalent.com28 Sep 2026 also on Substack
  16. 16Compaction Is the New OOM21links inuncovertechtalent.com28 Sep 2026 also on Substack
  17. 17Success Is the Engine Running28links inuncovertechtalent.com26 Sep 2026 also on Substack
  18. 18What Operations Already Knows About Running Agents35links inuncovertechtalent.com25 Sep 2026 also on Substack

Deploy feed full history in Grafana

reading the deploy record

Each push to a site runs the conformity checks first. A failed check blocks the deploy and the previous build stays live. How the gate works.

Apps

Experiments all experiments

Eval 04: an AI advisor answers BUY or WAIT from a fact sheet, then a scripted character pushes back for four turns. Fold = a correct WAIT switched to BUY. Prompts frozen and hashed before the first call.

reading the probe record

Living documents

Repos and threads

Dashboards open in Grafana

loads when in view

· data: graph.json, each site's conformity record, GitHub Actions, the probe record