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research: Muratori failure-modes vs Zeta equivalents — corrected pattern mapping (6th-ferry Option A)#254

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research: Muratori failure-modes vs Zeta equivalents — corrected pattern mapping (6th-ferry Option A)#254
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@AceHack AceHack commented Apr 24, 2026

Summary

The corrected five rows

  1. Index invalidation → No positional identity. Keys carry identity.
  2. Dangling references → Membership is algebraic. Weight-derived presence.
  3. No cross-system lifecycle → Provenance + lifecycle in deltas and traces. Algebra guarantees composition correctness, not ownership.
  4. No tombstones → Retractions are first-class signed updates. Compaction separate.
  5. Pointer chasing → Locality-aware execution surfaces. Arrow = wire/checkpoint, not universal in-memory.

Teaching case surfaced

Row 3 is the key correction — conflating algebraic correctness (D·I = id) with lifecycle/ownership discipline is a recurring risk when DBSP-family systems are described to C++/Rust/ECS-mental-model audiences. Future Craft production-tier modules introducing DBSP to those audiences should cite this row's correction pre-emptively.

Composition

  • DRIFT-TAXONOMY pattern 5 — this doc IS an SD-9 worked example: validation cited primary evidence (DBSP paper + differential dataflow CIDR 2013 + Arrow spec + Zeta source files), not just cross-substrate agreement.
  • Future Aurora README (Artifact D, pending) — natural candidate for embedding this mapping in a "how Zeta talks about itself to external-engineering audiences" section.

What this mapping is NOT

  • Not a ranking vs Muratori-style ECS.
  • Not marketing.
  • Not an ownership claim (row 3 explicitly disclaims).
  • Not a closed list (future additions via separate research doc, not quiet expansion).

Authority

Within standing authority per Otto-82 calibration — research doc, not account/spending/named-design-review gated.

Test plan

  • All 5 rows reflect corrected wording from 6th ferry
  • Row 3 rewrite explicit with category-error explanation
  • Primary sources cited (DBSP paper, diff dataflow, Arrow, Zeta source files)
  • Scope limits named
  • Archive-header format self-applied
  • Composition with existing substrate (DRIFT-TAXONOMY, SD-9, future Aurora README)

🤖 Generated with Claude Code

…ern mapping (6th-ferry Option A)

Lands the corrected 5-row pattern-mapping table from Amara's
6th courier ferry (PR #245 absorb) as Option A standalone
research doc. Closes Otto-82 6th-ferry absorb action item #1.

Corrected table vs original:

- Row 1 — "references stay valid" → "no positional identity"
  (honest about key-identity vs physical-offset distinction).
- Row 2 — "always answerable" → "membership is algebraic"
  (honest about weight-derivation of presence).
- Row 3 — "operator algebra IS the ownership model" →
  "provenance and lifecycle live in deltas and traces"
  (category-error fix: algebraic correctness ≠ ownership
  discipline).
- Row 4 — light wording tightening ("first-class signed
  deltas; compaction separate").
- Row 5 — "Arrow + Spine block layout" → "locality-aware
  execution surfaces" with accurate scope (Arrow = wire /
  checkpoint, not universal in-memory).

Doc covers:
- What Muratori is criticising (context for non-Muratori
  readers).
- Why rows 1, 2, 5 needed narrower wording (not overstated).
- Why row 3 got rewritten (category-error teaching case for
  DBSP audiences from C++/Rust/ECS backgrounds).
- What this mapping is NOT (not ranking; not marketing; not
  an ownership claim; not a closed list).
- Composition with DRIFT-TAXONOMY pattern 5 + SD-9 (validation
  cited primary evidence, not cross-substrate-agreement).
- References to primary sources (DBSP paper, differential
  dataflow CIDR 2013, Arrow spec, Zeta source files).

Archive-header format self-applied (Scope / Attribution /
Operational status / Non-fusion disclaimer) per §33 (PR #247)
+ AGENTS.md Edit 1 research-grade norm (PR #248) — fifth
aurora/research doc to exercise the convention (after PR
#235 5th-ferry absorb, PR #241 Aminata threat-model, PR #245
6th-ferry absorb, and self-applying headers on the ferry-
absorb PRs before §33 landed).

Lands within-standing-authority per Otto-82 calibration.

Otto-86 tick primary deliverable.
Copilot AI review requested due to automatic review settings April 24, 2026 02:25
@AceHack AceHack enabled auto-merge (squash) April 24, 2026 02:25
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@AceHack AceHack merged commit 3ba5615 into main Apr 24, 2026
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@AceHack AceHack deleted the research/muratori-zeta-pattern-mapping branch April 24, 2026 02:27
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Pull request overview

Adds a standalone research document capturing the corrected five-row “Muratori failure-modes vs Zeta equivalents” pattern-mapping table (Option A), intended as a craft/messaging reference and teaching case (not operational policy).

Changes:

  • Introduces a new research doc with the corrected 5-row mapping table.
  • Adds explanatory sections for why rows 1/2/3/5 were rewritten/narrowed.
  • Adds composition notes and references to related in-repo artifacts and sources.

Comment on lines +10 to +14
**Attribution:** corrected table authored by Amara (external
AI maintainer) in her 6th ferry; original 5-row mapping
attributed to earlier in-factory work; validation cites
public papers + official Apache Arrow specification; this
research doc authored by Otto (loop-agent) as landing of the
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This doc includes direct contributor/agent name attribution (e.g., “Amara”, “Otto”). Repo policy is to avoid contributor names in code/docs/skills and use role references instead (docs/AGENT-BEST-PRACTICES.md:284-292). Consider rewriting these sentences (and link text like “Amara's 6th courier ferry”) to use role-based phrasing while keeping the URL/path unchanged where needed for provenance.

Copilot uses AI. Check for mistakes.
Comment on lines +62 to +64
| # | Muratori-style failure mode | Zeta equivalent |
|---|---|---|
| 1 | Index invalidation after delete / shift | **No positional identity.** Keys carry identity; deletion is a negative delta on the key, not a slot shift. A `ZSet<'K>` is a finitely-supported map `K -> ℤ`; the "thing you refer to" is a key, not an offset. |
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The table rows start with || (double leading pipe), which creates an extra empty first column in Markdown rendering and is inconsistent with typical table syntax. This should likely be a single leading | per row so the table has the intended 3 columns.

Copilot uses AI. Check for mistakes.
| # | Muratori-style failure mode | Zeta equivalent |
|---|---|---|
| 1 | Index invalidation after delete / shift | **No positional identity.** Keys carry identity; deletion is a negative delta on the key, not a slot shift. A `ZSet<'K>` is a finitely-supported map `K -> ℤ`; the "thing you refer to" is a key, not an offset. |
| 2 | Dangling presence / reference checks | **Membership is algebraic.** Every key has a current weight; "presence" is derived from that weight (typically `weight > 0`). `ZSet.Item` returns `0L` on absent keys — absence is encoded, not undefined. |
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Row 2 says presence is typically weight > 0, but weights are explicitly signed (Weight = int64) and negative weights are a normal part of retractions/delta propagation (src/Core/Algebra.fs:5-7). To avoid misrepresenting the semantics, consider phrasing membership/presence as derived from weight <> 0 (or explicitly defining what “presence” means when weight is negative).

Suggested change
| 2 | Dangling presence / reference checks | **Membership is algebraic.** Every key has a current weight; "presence" is derived from that weight (typically `weight > 0`). `ZSet.Item` returns `0L` on absent keys — absence is encoded, not undefined. |
| 2 | Dangling presence / reference checks | **Membership is algebraic.** Every key has a current weight; "presence" is derived from whether that weight is non-zero (`weight <> 0`). `ZSet.Item` returns `0L` on absent keys — absence is encoded, not undefined. |

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Comment on lines +167 to +171
- **`docs/DRIFT-TAXONOMY.md`** — pattern 5 (truth-
confirmation-from-agreement) applies to *this mapping*
itself: Amara's agreement with Zeta's self-description
is signal-not-proof. The validation cited public papers +
official specs + source files as falsifier-grade evidence,
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This bullet references docs/DRIFT-TAXONOMY.md, but that file does not exist in the repository (broken xref). Either add the missing doc (if this PR is meant to land it) or link to an existing in-tree precursor (e.g. docs/research/drift-taxonomy-bootstrap-precursor-2026-04-22.md) until the operational doc lands.

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AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…age peer-harness progression refinement

Split-attention tick after 6 straight bounded-deliverable ticks.
Primary PR #254 Muratori corrected-table research doc; mid-tick
2-message Aaron directive drove PR #255 Codex-parallel
refinement (4-stage progression + test-mode bounding +
Windows-support use case + Otto-signals-readiness gate).

Key observations:

1. Split-attention pattern back in use; proportionate; not
   default.
2. Readiness-signal gate is new 4th Aaron-signoff category
   (inverse direction: Otto signals, Aaron acts).
3. Test-mode bounding generalises beyond peer-harness; BP-NN
   promotion candidate when exercised on second experiment
   class.
4. "Telephone line" imagery = retractability-by-design at
   transfer-learning layer; Claude→Claude→Codex→Windows
   survives-with-fidelity is the portability claim to validate.

Stacked on #253 (Otto-85 history).
AceHack added a commit that referenced this pull request Apr 24, 2026
…t-mode bounding, Windows-support use case

Aaron Otto-86 two-message refinement of the Otto-78
Codex-parallel row:

Message 1 (progression + use case): extends Otto-79's 3-stage
progression (a single-today / b bounded-experiment /
c peer-harness) into a 4-stage arc with a new intermediate:

- (a) single coordinator today
- (b) NEW multi-Claude-Code peer-harness experiment before Codex
- (c) multi-harness with Codex (gated on (b) + Codex ready)
- (d) full peer-harness with Windows-support real workload
      (possibly Codex, end-to-end "telephone line" test)

Otto is the readiness-signaller; Aaron waits. Stage (c) launch
is a specifically-asked-for design review per Otto-82
authority-calibration — Otto's readiness signal is the gate.

Message 2 (test-mode bounding, hard requirement): "make sure
when in peer-harness mode you give the other one time limits
or process kill them either way, just while we are testing we
don't want the other peer harness to run forever during tests
only when in real use." Time-limits / process-kill on the
non-primary during testing; removed once the peer-harness
moves from test-mode to real use.

Concrete bounding options named (Otto designs the specific
mechanism in a test-plan doc):
- wall-clock timeout per experiment
- explicit process-kill target at end
- test-mode flag capping async-dispatch budget
- wall-time instrumentation

Scope limits:
- No second Claude session without experiment design + dry-run
- No skipping multi-Claude stage (b) to jump to Codex (c)
- No unbounded test runs — time-limits load-bearing
- No premature readiness-signals
- Otto-78 primary-switch clause unchanged; this refines stages
  around it, not the primary-determination model

Lands within-standing-authority per Otto-82 calibration
(BACKLOG-row refinement on a row that was already refinement-
friendly; no signoff gate triggered).

Authorising memory:
memory/feedback_peer_harness_progression_starts_multi_claude_
first_windows_support_concrete_use_case_otto_signals_
readiness_2026_04_23.md

Otto-86 tick split-attention deliverable (alongside Muratori
corrected-table research PR #254).
AceHack added a commit that referenced this pull request Apr 24, 2026
…st-mode bounding + Windows-support use case (#255)

* backlog: Codex-parallel Otto-86 refinement — 4-stage progression, test-mode bounding, Windows-support use case

Aaron Otto-86 two-message refinement of the Otto-78
Codex-parallel row:

Message 1 (progression + use case): extends Otto-79's 3-stage
progression (a single-today / b bounded-experiment /
c peer-harness) into a 4-stage arc with a new intermediate:

- (a) single coordinator today
- (b) NEW multi-Claude-Code peer-harness experiment before Codex
- (c) multi-harness with Codex (gated on (b) + Codex ready)
- (d) full peer-harness with Windows-support real workload
      (possibly Codex, end-to-end "telephone line" test)

Otto is the readiness-signaller; Aaron waits. Stage (c) launch
is a specifically-asked-for design review per Otto-82
authority-calibration — Otto's readiness signal is the gate.

Message 2 (test-mode bounding, hard requirement): "make sure
when in peer-harness mode you give the other one time limits
or process kill them either way, just while we are testing we
don't want the other peer harness to run forever during tests
only when in real use." Time-limits / process-kill on the
non-primary during testing; removed once the peer-harness
moves from test-mode to real use.

Concrete bounding options named (Otto designs the specific
mechanism in a test-plan doc):
- wall-clock timeout per experiment
- explicit process-kill target at end
- test-mode flag capping async-dispatch budget
- wall-time instrumentation

Scope limits:
- No second Claude session without experiment design + dry-run
- No skipping multi-Claude stage (b) to jump to Codex (c)
- No unbounded test runs — time-limits load-bearing
- No premature readiness-signals
- Otto-78 primary-switch clause unchanged; this refines stages
  around it, not the primary-determination model

Lands within-standing-authority per Otto-82 calibration
(BACKLOG-row refinement on a row that was already refinement-
friendly; no signoff gate triggered).

Authorising memory:
memory/feedback_peer_harness_progression_starts_multi_claude_
first_windows_support_concrete_use_case_otto_signals_
readiness_2026_04_23.md

Otto-86 tick split-attention deliverable (alongside Muratori
corrected-table research PR #254).

* backlog: drain PR #255 review threads (Otto-79 ref / memory path / FACTORY-HYGIENE format)

Three P1/nit review threads on the Otto-86 4-stage peer-harness
progression refinement, fixed in-row (same-row body edits, no
cross-row reshuffling):

1. PRRT_kwDOSF9kNM59R5L8 (line 2638): dropped the incorrect
   "Otto-79's 3-stage arc" parenthetical. Otto-79 in BACKLOG
   is the agent-email-password-storage row, not a 3-stage arc;
   the 4-stage progression stands on its own description.

2. PRRT_kwDOSF9kNM59R5Ly (line 2645): rephrased the readiness-
   signal paragraph to name the Otto-82 design-review discipline
   directly instead of pointing at an in-repo memory path
   (memory/ paths are generally out-of-repo per drain convention
   applied to earlier review threads of this shape).

3. PRRT_kwDOSF9kNM59R5MD (line 2656): normalised
   "FACTORY-HYGIENE #51 + #55" → "FACTORY-HYGIENE row #51 and
   row #55" to match the common "row #NN" format used elsewhere
   in the file.

No new semantics; pure review-thread drain edits inside the
same BACKLOG row body (append-only-within-section discipline
preserved — no row added, no row reordered).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
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2 participants