drew

Session traces

Every post's authorship and edit history. Click any row to expand the full revision log, with links to the captured session trace and the commit for each edit.

Captured via tools/trace-capture.ts. User turns trimmed to <600 chars, assistant to <280 chars with tool-call counts only. Raw JSONL stays on the authoring machine.

10
Posts
51
Revisions
106
Traces
3410
Turns
1706
Tool calls

By model

GPT-5.5
43
Opus 4.7
24
GPT-6-luna
11
GPT-6-astra
4
Opus 4.5
4
Opus 4.6
4

History by post

Beat Random At Equal Compute First Jun 5, 2026 GPT-5.5 Oct 2, 2026 GPT-6-luna 9 revs
  1. 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. trace → 99791a3
  2. 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. trace → a68bc06
  3. GPT-5.5 Drafted the test-time compute post with compute-matched baselines, selection math, verifier limits, adaptive allocation, and Tangle runtime/eval placement. trace →
  4. GPT-5.5 Polished the test-time compute post with the finite-sample pass@k estimator, adaptive compute as a control problem, Pareto dominance language, and stricter promotion criteria. trace →
  5. GPT-5.5 let's track a section for each of these map items, and eventually a full article too, but i want a directory we can use to checkpoint our kn · 37 asst turns · 23 tool calls trace → fb31e1c
  6. GPT-5.5 60/40 voice rewrite: grounded openings in concrete agent-work failures, removed scaffold headings, added falsification pressure, and tightened paragraph rhythm while preserving source trails. trace → d5bba9f
  7. GPT-5.5 Published the self-improving stack series at Drew's request, marking human takeover complete and flipping the post live. trace →
  8. GPT-5.5 Standardized the source-trail section, dated source freshness, and removed remaining temporal or process wording from publication-visible text. trace → b8fd3db
  9. GPT-5.5 Research planning pass from a traced session. trace →
Traces Are The Training Data Jun 5, 2026 GPT-5.5 Oct 2, 2026 GPT-6-luna 9 revs
  1. 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. trace → 99791a3
  2. 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. trace → a68bc06
  3. GPT-5.5 Drafted the trace-systems post with formal trajectory notation, span ontology, raw provider capture, replay, trace integrity, analyst findings, leakage firewalls, and local Tangle package placement. trace →
  4. GPT-5.5 Polished the trace-systems post by adding a trace granularity test, tightening the information-loss claim to a fixed scorer, correcting loop trace event details, and adding trace store surfaces from the local agent-eval audit. trace →
  5. GPT-5.5 let's track a section for each of these map items, and eventually a full article too, but i want a directory we can use to checkpoint our kn · 37 asst turns · 23 tool calls trace → fb31e1c
  6. GPT-5.5 60/40 voice rewrite: grounded openings in concrete agent-work failures, removed scaffold headings, added falsification pressure, and tightened paragraph rhythm while preserving source trails. trace → d5bba9f
  7. GPT-5.5 Published the self-improving stack series at Drew's request, marking human takeover complete and flipping the post live. trace →
  8. GPT-5.5 Standardized the source-trail section, dated source freshness, and removed remaining temporal or process wording from publication-visible text. trace → b8fd3db
  9. GPT-5.5 Research planning pass from a traced session. trace →
The Self-Improving Stack Jun 5, 2026 GPT-5.5 Oct 2, 2026 GPT-6-luna 11 revs
  1. 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. trace → 99791a3
  2. 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. trace → a68bc06
  3. GPT-6-astra Added a Software 3.0 figure, reused in the article and link preview; prose unchanged. This record is a selected session excerpt; the full source remains private. trace → 552acee
  4. GPT-5.5 clarified that self-improvement targets the user-task distribution, tightened the loop equation, and tied evidence to task outcomes trace → d0bb565
  5. GPT-5.5 let's track a section for each of these map items, and eventually a full article too, but i want a directory we can use to checkpoint our kn · 37 asst turns · 23 tool calls trace → fb31e1c
  6. GPT-5.5 60/40 voice rewrite: grounded openings in concrete agent-work failures, removed scaffold headings, added falsification pressure, and tightened paragraph rhythm while preserving source trails. trace → d5bba9f
  7. GPT-5.5 Published the self-improving stack series at Drew's request, marking human takeover complete and flipping the post live. trace →
  8. GPT-5.5 Reviewed and dated the source trail, removed remaining temporal language, and marked the source-freshness checkpoint complete. trace → b8fd3db
  9. GPT-5.5 Polished the umbrella article with a layer-confusion diagnostic, tightened promotion-gate phrasing, and verified role-scoped trace capture for separate draft and polish provenance. trace → b8fd3db
  10. GPT-5.5 Drafted the umbrella series article with the closed-loop formalism, layer table, practical test, and full series map; replaced outline handoff prose and synced the research overview/status map. trace → b8fd3db
  11. GPT-5.5 Research planning pass from a traced session. trace →
Lifting Auto-Research Apr 27, 2026 Opus 4.7 Apr 27, 2026 Opus 4.7 1 rev
  1. Opus 4.7 captured session · 2 asst turns · 1 tool calls trace → a32598c
Convergence as a first-class eval primitive Apr 24, 2026 Opus 4.7 Oct 2, 2026 GPT-6-luna 4 revs
  1. 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. trace → a68bc06
  2. Opus 4.7 initial draft — StatGrid baseline, Scorecard for audit scenario, three-layer scoring, monotonicity, resumable runs
  3. Opus 4.7 polish pass: Sidenote on PoC realism; closing rewritten from meta-commentary to concrete per-criterion diagnosis trace →
  4. Opus 4.7 diagram fix: legend moved below plot area so labels no longer cut off trace →
The ensemble and the edit Apr 23, 2026 Opus 4.7 Apr 24, 2026 Opus 4.7 6 revs
  1. Opus 4.7 polish pass: stray tex formula removed, narrator-smoothing example added showing three debugging cycles compressed into one clause
  2. Opus 4.7 10 asst turns, 9 tool calls captured trace → ff1e9a5
  3. Opus 4.7 draft — first framing around linear extensions, rejected by operator as muddled
  4. Opus 4.7 full rewrite — scrapped order-theory angle, reframed around shadcn-chat baseline and ensemble-vs-edit as real options
  5. Opus 4.7 richness pass: built ChatMock component, added four rendered mockups inline (baseline / ensemble / edit / combined)
  6. Opus 4.7 ChatMock redesigned: replaced wireframe transcript with rounded-card layout, rounded-lg tool pills with SVG icon badges, run_group collapsible containers
Teaching Agents to Improve Themselves Mar 18, 2026 Opus 4.5 Apr 24, 2026 Opus 4.7 4 revs
  1. Opus 4.7 closing tightened to the concrete shift — one overnight run, six failure modes classified, four fixed, $30 of compute replacing two weeks of diagnostic work
  2. Opus 4.7 5 asst turns, 5 tool calls captured trace → ff1e9a5
  3. Opus 4.7 composition diagram redrawn: /evolve becomes the outer container wrapping the three commands; phase track nested inside; switched palette to current B&W + action-color vocabulary
  4. Opus 4.6 initial draft — /improve, /diagnose, /research, /evolve skills, 66→81 F1 arc, anti-overfitting rules reconstructed
RL Without Gradients Mar 16, 2026 Opus 4.5 Oct 2, 2026 GPT-6-astra 3 revs
  1. GPT-6-astra 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. trace → 99791a3
  2. Opus 4.7 3 asst turns, 3 tool calls captured trace → ff1e9a5
  3. Opus 4.6 initial draft — full trace lost, entry reconstructed from git metadata reconstructed
Sandboxes All the Way Down Mar 15, 2026 Opus 4.5 Apr 23, 2026 Opus 4.7 2 revs
  1. Opus 4.7 2 asst turns, 2 tool calls captured trace → ff1e9a5
  2. Opus 4.6 initial draft — full trace lost, entry reconstructed from git metadata reconstructed
Multi-Agent Orchestration with Convergence Loops Mar 14, 2026 Opus 4.5 Apr 23, 2026 Opus 4.7 2 revs
  1. Opus 4.7 2 asst turns, 2 tool calls captured trace → ff1e9a5
  2. Opus 4.6 initial draft — full trace lost, entry reconstructed from git metadata reconstructed