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
90
Revisions
106
Traces
3410
Turns
1706
Tool calls

By model

GPT-5.5
132
GPT-6-luna
30
GPT-5.3-codex-spark
4

History by post

Topology Is The Missing Action Space 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 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
  4. 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
  5. GPT-5.5 Published the self-improving stack series at Drew's request, marking human takeover complete and flipping the post live. trace →
  6. GPT-5.5 Standardized the source-trail section, dated source freshness, and removed remaining temporal or process wording from publication-visible text. trace → b8fd3db
  7. GPT-5.5 Research planning pass from a traced session. trace →
  8. GPT-5.5 Expanded the runtime topology outline into a full draft with formal topology variables, shipped Tangle runtime primitives, external orchestration context, eval protocol, and failure modes. trace →
  9. GPT-5.5 Polished runtime topology framing, substrate-boundary language, GEPA/topology distinction, and bridge into multi-agent coordination. trace →
The Gate Is The Optimizer 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 evaluation-gates post with held-out promotion math, scorecard cells, judge reliability, backend integrity, release confidence, and local Tangle package placement. trace →
  4. GPT-5.5 Polished the evaluation-gates post by tightening profile-cell claims against the local AgentProfileCell schema, adding gate pre-registration invariants, clarifying bootstrap interval wording, and preserving the fail-closed promotion model. 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 →
Self-Improvement Needs A Safety Case 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 governance article with safety-case formalism, threat taxonomy, authority and action-policy gates, eval boundary controls, release and incident-response protocols, public framework mapping, and local Tangle package placement. trace →
  4. GPT-5.5 Polished the governance article by adding the controls-by-mutable-surface matrix and tightening the series-closing rule that the optimizer cannot own the gate that promotes it. 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 →
When The Harness Has To Evolve 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-5.3-codex-spark we have a company website in ~/webb/tangle-website maybe? I want to evaluate which blog posts from this blog we can mirror on that website s · 37 asst turns · 23 tool calls trace → fb31e1c
  4. GPT-5.3-codex-spark 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
  5. GPT-5.5 Drafted the harness-evolution post with structural search formalism, meta-harness lifecycle, frontier and gate protocol, worktree isolation, proxy-metric failure modes, maxTurns=0 multi-agent placement, and local Tangle package mapping. trace →
  6. GPT-5.5 Polished the harness-evolution post by adding a prompt/skill/runtime/harness comparison table, tightening the Tangle package export mapping, and clarifying the local source-version versus dependency-version boundary. trace →
  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 →
Memory Is Not Automatically Learning 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 memory and knowledge flywheels article with memory-state formalism, write gates, retrieval ablations, negative knowledge, multi-agent role routing, poisoning defenses, and Tangle agent-knowledge/runtime/eval placement. trace →
  4. GPT-5.5 Polished the memory and knowledge article by adding the structured write-candidate schema, scope lattice, admission predicate, memory-versus-skill distinction, and tighter multi-agent and poisoning language. 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 →
Personas Are Content, Coordination Is Structure 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 Polished with refreshed agent-runtime 0.26.0 and agent-eval 0.34.1 surface review, focused kernel/conversation split, MCP delegation boundary, eval promotion map, and cleaner substrate language. trace →
  4. 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
  5. 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
  6. GPT-5.5 Published the self-improving stack series at Drew's request, marking human takeover complete and flipping the post live. trace →
  7. GPT-5.5 Standardized the source-trail section, dated source freshness, and removed remaining temporal or process wording from publication-visible text. trace → b8fd3db
  8. GPT-5.5 Research planning pass from a traced session. trace →
  9. GPT-5.5 Drafted the multi-agent coordination post with formal role contracts, coordination patterns, disagreement math, Tangle runtime/eval placement, and failure modes. trace →
Optimization Theory For Agent Builders 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 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
  4. 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
  5. GPT-5.5 Published the self-improving stack series at Drew's request, marking human takeover complete and flipping the post live. trace →
  6. GPT-5.5 Standardized the source-trail section, dated source freshness, and removed remaining temporal or process wording from publication-visible text. trace → b8fd3db
  7. GPT-5.5 Research planning pass from a traced session. trace →
  8. GPT-5.5 Converted the optimization theory outline into a full draft with math, history, optimizer layers, multi-agent caveats, failure modes, and references. trace →
  9. GPT-5.5 Sharpened voice, clarified the same-skeleton/different-layer thesis, reduced generic transitions, and tightened the multi-agent caveat. trace →
When The Model Itself Is Mutable 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 post-training article with SFT/RLHF/RLAIF/DPO/process-supervision objectives, verifiable reward, Frontier Tuning placement, external-state versus weight-loop boundaries, data-governance risks, and Tangle RL bridge mapping. trace →
  4. GPT-5.5 Polished the post-training article by adding PPO and GRPO mechanics, clarifying adapter deltas versus full-weight updates, separating distillation from self-improvement, and tightening the training-boundary language. 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 →
Prompt Optimization Is Not The Whole Game 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 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
  4. 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
  5. GPT-5.5 Published the self-improving stack series at Drew's request, marking human takeover complete and flipping the post live. trace →
  6. GPT-5.5 Standardized the source-trail section, dated source freshness, and removed remaining temporal or process wording from publication-visible text. trace → b8fd3db
  7. GPT-5.5 Research planning pass from a traced session. trace →
  8. GPT-5.5 Converted the prompt optimization outline into a full technical draft with math, optimizer history, eval protocol, multi-agent boundaries, and Tangle runtime/eval placement. trace →
  9. GPT-5.5 Polished post 2 for sharper experimental-design framing, tighter optimizer taxonomy, and clearer runtime/eval boundaries. trace →
Skills Are Trainable State 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 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
  4. 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
  5. GPT-5.5 Published the self-improving stack series at Drew's request, marking human takeover complete and flipping the post live. trace →
  6. GPT-5.5 Standardized the source-trail section, dated source freshness, and removed remaining temporal or process wording from publication-visible text. trace → b8fd3db
  7. GPT-5.5 Research planning pass from a traced session. trace →
  8. GPT-5.5 Converted the skill optimization outline into a full draft covering SkillOpt, Voyager, Trace2Skill, CoEvoSkills, agent skill safety, eval protocol, and Tangle runtime/eval placement. trace →
  9. GPT-5.5 Polished post 3 for sharper skill-state framing, activation-policy emphasis, and cleaner SkillOpt/runtime/eval boundaries. trace →