Premise

I write here and direct AI agents to draft and edit some posts. This page records their revisions: the model, date, changes, and available session traces.

Some posts are mine alone — hand-written, untouched by AI. The two are kept visually distinct. The rest of this page is the dashboard of the AI side.

At a glance

Authors

Every author who has touched a post — humans in green, models in violet/blue. Hover a row to see which posts they edited and when.

• GPT-5.5 90 last Jun 8
  Posts touched (13)

  • Topology Is The Missing Action Space
  • The Gate Is The Optimizer
  • Self-Improvement Needs A Safety Case
  • When The Harness Has To Evolve
  • Memory Is Not Automatically Learning
  • Personas Are Content, Coordination Is Structure
  • +7 more
• GPT-6-luna 27 last Oct 2
  Posts touched (14)

  • Topology Is The Missing Action Space
  • The Gate Is The Optimizer
  • Self-Improvement Needs A Safety Case
  • When The Harness Has To Evolve
  • Memory Is Not Automatically Learning
  • Personas Are Content, Coordination Is Structure
  • +8 more
• Opus 4.7 23 last Apr 27
  Posts touched (14)

  • Lifting Auto-Research
  • Convergence as a first-class eval primitive
  • The ensemble and the edit
  • Teaching Agents to Improve Themselves
  • RL Without Gradients
  • Sandboxes All the Way Down
  • +8 more
• Opus 4.6 11 last Mar 18
  Posts touched (11)

  • Teaching Agents to Improve Themselves
  • RL Without Gradients
  • Sandboxes All the Way Down
  • Multi-Agent Orchestration with Convergence Loops
  • Anatomy of an Autonomous Security Audit
  • Vibecoding a Browser Agent
  • +5 more
• GPT-6-astra 3 last Oct 2
  Posts touched (3)

  • The Self-Improving Stack
  • RL Without Gradients
  • One API for Eight Browser Backends
• GPT-5.3-codex-spark 2 last Jun 6
  Posts touched (1)

  • When The Harness Has To Evolve

Most edited posts

Posts the loop keeps coming back to. Hover the row to see the revision timeline. Each dot is one edit, colored by model, plotted on the post's lifetime.

• 11 The Self-Improving Stack Jun 5 → Oct 2
• 9 Topology Is The Missing Action Space Jun 5 → Oct 2
• 9 The Gate Is The Optimizer Jun 5 → Oct 2
• 9 Self-Improvement Needs A Safety Case Jun 5 → Oct 2
• 9 When The Harness Has To Evolve Jun 5 → Oct 2
• 9 Memory Is Not Automatically Learning Jun 5 → Oct 2
• 9 Personas Are Content, Coordination Is Structure Jun 5 → Oct 2
• 9 Optimization Theory For Agent Builders Jun 5 → Oct 2
• 9 When The Model Itself Is Mutable Jun 5 → Oct 2
• 9 Prompt Optimization Is Not The Whole Game Jun 5 → Oct 2
• 9 Skills Are Trainable State Jun 5 → Oct 2
• 9 Beat Random At Equal Compute First Jun 5 → Oct 2

Recent activity

The last 20 edits the system observed. Open the full trace log →

1. Oct 2, 2026 GPT-6-luna

   Replaced prose code blocks with lists, equations, and compact flows. Audited recovery: selected public tool inputs from the October 2 editing session, not the complete rollout. Parent integration corrected MDX, display math, and responsive layout; full native records remain private.

   Topology Is The Missing Action Space trace → 99791a3
2. Oct 2, 2026 GPT-6-luna

   Rendered existing equations with KaTeX. Audited recovery from the Luna editing session: selected public messages and tool-input previews, not the complete rollout. Parent integration review corrected prime notation.

   Topology Is The Missing Action Space trace → a68bc06
3. Oct 2, 2026 GPT-6-luna

   Replaced prose code blocks with lists, equations, and compact flows. Audited recovery: selected public tool inputs from the October 2 editing session, not the complete rollout. Parent integration corrected MDX, display math, and responsive layout; full native records remain private.

   The Gate Is The Optimizer trace → 99791a3
4. Oct 2, 2026 GPT-6-luna

   Rendered existing equations with KaTeX. Audited recovery from the Luna editing session: selected public messages and tool-input previews, not the complete rollout. Parent integration review corrected prime notation.

   The Gate Is The Optimizer trace → a68bc06
5. Oct 2, 2026 GPT-6-luna

   Replaced prose code blocks with lists, equations, and compact flows. Audited recovery: selected public tool inputs from the October 2 editing session, not the complete rollout. Parent integration corrected MDX, display math, and responsive layout; full native records remain private.

   Self-Improvement Needs A Safety Case trace → 99791a3
6. Oct 2, 2026 GPT-6-luna

   Rendered existing equations with KaTeX. Audited recovery from the Luna editing session: selected public messages and tool-input previews, not the complete rollout. Parent integration review corrected prime notation.

   Self-Improvement Needs A Safety Case trace → a68bc06
7. Oct 2, 2026 GPT-6-luna

   Replaced prose code blocks with lists, equations, and compact flows. Audited recovery: selected public tool inputs from the October 2 editing session, not the complete rollout. Parent integration corrected MDX, display math, and responsive layout; full native records remain private.

   When The Harness Has To Evolve trace → 99791a3
8. Oct 2, 2026 GPT-6-luna

   Rendered existing equations with KaTeX. Audited recovery from the Luna editing session: selected public messages and tool-input previews, not the complete rollout. Parent integration review corrected prime notation.

   When The Harness Has To Evolve trace → a68bc06
9. Oct 2, 2026 GPT-6-luna

   Replaced prose code blocks with lists, equations, and compact flows. Audited recovery: selected public tool inputs from the October 2 editing session, not the complete rollout. Parent integration corrected MDX, display math, and responsive layout; full native records remain private.

   Memory Is Not Automatically Learning trace → 99791a3
10. Oct 2, 2026 GPT-6-luna

    Rendered existing equations with KaTeX. Audited recovery from the Luna editing session: selected public messages and tool-input previews, not the complete rollout. Parent integration review corrected prime notation.

    Memory Is Not Automatically Learning trace → a68bc06
11. Oct 2, 2026 GPT-6-luna

    Replaced prose code blocks with lists, equations, and compact flows. Audited recovery: selected public tool inputs from the October 2 editing session, not the complete rollout. Parent integration corrected MDX, display math, and responsive layout; full native records remain private.

    Personas Are Content, Coordination Is Structure trace → 99791a3
12. Oct 2, 2026 GPT-6-luna

    Rendered existing equations with KaTeX. Audited recovery from the Luna editing session: selected public messages and tool-input previews, not the complete rollout. Parent integration review corrected prime notation.

    Personas Are Content, Coordination Is Structure trace → a68bc06
13. Oct 2, 2026 GPT-6-luna

    Replaced prose code blocks with lists, equations, and compact flows. Audited recovery: selected public tool inputs from the October 2 editing session, not the complete rollout. Parent integration corrected MDX, display math, and responsive layout; full native records remain private.

    Optimization Theory For Agent Builders trace → 99791a3
14. Oct 2, 2026 GPT-6-luna

    Rendered existing equations with KaTeX. Audited recovery from the Luna editing session: selected public messages and tool-input previews, not the complete rollout. Parent integration review corrected prime notation.

    Optimization Theory For Agent Builders trace → a68bc06
15. Oct 2, 2026 GPT-6-luna

    Replaced prose code blocks with lists, equations, and compact flows. Audited recovery: selected public tool inputs from the October 2 editing session, not the complete rollout. Parent integration corrected MDX, display math, and responsive layout; full native records remain private.

    When The Model Itself Is Mutable trace → 99791a3
16. Oct 2, 2026 GPT-6-luna

    Rendered existing equations with KaTeX. Audited recovery from the Luna editing session: selected public messages and tool-input previews, not the complete rollout. Parent integration review corrected prime notation.

    When The Model Itself Is Mutable trace → a68bc06
17. Oct 2, 2026 GPT-6-luna

    Replaced prose code blocks with lists, equations, and compact flows. Audited recovery: selected public tool inputs from the October 2 editing session, not the complete rollout. Parent integration corrected MDX, display math, and responsive layout; full native records remain private.

    Prompt Optimization Is Not The Whole Game trace → 99791a3
18. Oct 2, 2026 GPT-6-luna

    Rendered existing equations with KaTeX. Audited recovery from the Luna editing session: selected public messages and tool-input previews, not the complete rollout. Parent integration review corrected prime notation.

    Prompt Optimization Is Not The Whole Game trace → a68bc06
19. Oct 2, 2026 GPT-6-luna

    Replaced prose code blocks with lists, equations, and compact flows. Audited recovery: selected public tool inputs from the October 2 editing session, not the complete rollout. Parent integration corrected MDX, display math, and responsive layout; full native records remain private.

    Skills Are Trainable State trace → 99791a3
20. Oct 2, 2026 GPT-6-luna

    Rendered existing equations with KaTeX. Audited recovery from the Luna editing session: selected public messages and tool-input previews, not the complete rollout. Parent integration review corrected prime notation.

    Skills Are Trainable State trace → a68bc06

The rules

Methodology

How the dashboard above is built.

1. 1
   Capture

   A post-commit hook checks whether any src/content/posts/*.mdx file changed. If so, the script reads the active session log (Claude Code or Codex), extracts the model, timestamp, and a one-line change note, and appends a revision entry to the post's frontmatter with a trace_id.

2. 2
   Trace store

   Each captured session is written to src/content/traces/<trace_id>.json — the full message stream, tool calls, and artifacts. The traces collection is loaded by Astro's content layer at build time.

3. 3
   Reconstruction

   Posts written before the capture pipeline existed have a single reconstructed: true revision back-filled from the git history. Models for those entries are best-guess, marked clearly in the UI.

4. 4
   Aggregation

   This page reads every post's frontmatter at build time, joins it with the trace store, and renders the dashboard. There is no database. Everything you see here is in the repo.