Round 33 — VISION v11: HTAP/multi-model not OLAP; NoSQL speed; VoltDB-class#23
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Round 33 — VISION v11: HTAP/multi-model not OLAP; NoSQL speed; VoltDB-class#23
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…-class in-memory Aaron round 33: "no no don't call us OLAP we have the facade to look like a normal database and will likely bring in row store and columnar store as well down the road to really meet that claim. there is like some new terminology for the hybrid both, and we want to blow the doors off no-sql like database too for speed so maybe we even need some sort of document/object store, and graph store, and all the in memory optimization like from voltdb. This really is to research all the techniques not kidding just getting there one round at a time." ## v11 correction v10 listed 'OLAP' in the fastest-in-all-classes bullet — Aaron doesn't want the pigeonhole. The multi-model frame is more honest. Fastest-in-all-classes now expands to: - **HTAP / translytical** — row + columnar under the façade; Gartner's HTAP + Forrester's translytical framings for hybrid-transactional-analytical. - **Event streaming** — native DBSP surface. - **Cache** — retraction-native invalidation. - **Document / object store** — blow-doors-off NoSQL speed, schema-aware. - **Graph store** — first-class graph queries over the same retraction-native core. - **In-memory-first speed** — VoltDB-class, memory is the primary tier, disk is durability only. ## The underlying stance Zeta exists to research every data-management technique on one unified retraction-native foundation and produce the fastest-honest implementation of each. Round-by-round ratchet. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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New hygiene class surfaced by PR #31's 5-file merge-tangle. Detector is the one-liner: git log --since="60 days ago" --name-only --pretty=format: \ | grep -v '^$' | sort | uniq -c | sort -rn | head -25 No index needed — git history *is* the index. Heuristic: >20 changes / 60d on a single monolithic doc = investigate; >30 = refactor candidate (tune after 5-10 rounds of observation). Per-file decision is one of four: - refactor-split (per-row, per-round, per-section) - consolidate-reduce (merge with a sibling) - accept-as-append-only (legitimately append-only → split into per-round files rather than trimming) - observe Empirical ranking at landing (60-day window, 2026-04-21): 33 docs/ROUND-HISTORY.md ← #1; merge-tangle source 26 docs/BACKLOG.md ← ADR already in-flight 14 docs/VISION.md 13 docs/CURRENT-ROUND.md 11 docs/WINS.md 10 docs/DEBT.md Pair with merge-tangle fingerprints (PR #31 §9 incident log) — a hot file is worse if also in a recent conflict list. Triggered by Aaron 2026-04-21 ("hot file path detector probably needs refactor if we find hot git file paths as we just noticed, another hygene" + "detecting hot files i wonder if you can just use git history for that and see what changes the most"). Full reasoning + scope in memory/feedback_hot_file_path_detector_hygiene.md (agent-memory file, not in repo). Scope: factory. Ships to adopters via the command-line recipe (any repo runs the same `git log` against its own tree). Pairs with existing rows #22 (symmetry-opportunities) and #23 (missing-hygiene-class gap-finder) — both meta-audits that sweep for structural pressure. This row targets churn-pressure specifically. Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
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…r cadenced audit) Aaron 2026-04-23 directive: "we probalby need some meta iteam to refactor the backlog base on current knowledge and look for overlap, this is hygene we could run from time to time so our backlog is not just a dump". Landed as FACTORY-HYGIENE row #54 (PR #166) + per-user feedback memory. 5-pass audit (overlap / staleness / priority / knowledge-absorb / document). Same cadence as sibling meta-hygiene rows (#5 / #23 / #38 / #46). Numbered #54 to avoid collision with #53 on the AutoDream branch (PR #155, still open). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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Aaron 2026-04-23: "we probalby need some meta iteam to refactor the backlog base on current knowledge and look for overlap, this is hygene we could run from time to time so our backlog is not just a dump". Wires the directive to the existing meta-hygiene cadence (same 5-10 round cadence as rows #5 / #23 / #38 / #46). Five passes per firing: overlap cluster / stale retire / re-prioritize / knowledge absorb / document via ROUND-HISTORY. Row #54 (rather than #53) to avoid collision with the AutoDream cadenced consolidation row on the research/autodream-extension-and-cadence branch (PR #155, still open) which already claimed #53. Classification per row #50: detection-only-justified — accumulated drift (overlap, staleness, priority-drift, knowledge-gap) is inherently post-hoc. Governing rule lives in per-user memory: feedback_backlog_hygiene_cadenced_refactor_look_for_overlap_not_just_dump_2026_04_23.md Self-scheduled free work under the 2026-04-23 scheduling- authority rule. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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…#166) * hygiene: row #54 — backlog-refactor cadenced audit Aaron 2026-04-23: "we probalby need some meta iteam to refactor the backlog base on current knowledge and look for overlap, this is hygene we could run from time to time so our backlog is not just a dump". Wires the directive to the existing meta-hygiene cadence (same 5-10 round cadence as rows #5 / #23 / #38 / #46). Five passes per firing: overlap cluster / stale retire / re-prioritize / knowledge absorb / document via ROUND-HISTORY. Row #54 (rather than #53) to avoid collision with the AutoDream cadenced consolidation row on the research/autodream-extension-and-cadence branch (PR #155, still open) which already claimed #53. Classification per row #50: detection-only-justified — accumulated drift (overlap, staleness, priority-drift, knowledge-gap) is inherently post-hoc. Governing rule lives in per-user memory: feedback_backlog_hygiene_cadenced_refactor_look_for_overlap_not_just_dump_2026_04_23.md Self-scheduled free work under the 2026-04-23 scheduling- authority rule. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * hygiene #54: address Copilot review — contributor-name + memory-path Two of the three findings addressed: - Replace "Aaron 2026-04-23" with "the human maintainer 2026-04-23" (+ "Aaron-scope boundary" → "Maintainer-scope boundary") per contributor-name guidance - Clarify the governing-rule memory lives in per-user memory (not in-repo); absolute path given; no in-repo pointer to a non-existent file Third finding (row #54 out of numeric order) will be replied inline with rationale — #53 is reserved for PR #155's AutoDream cadenced-consolidation row still open; #54 gives clean numbering on merge. Not a bug — intentional reservation. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
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…ment-based review cadence) (#217) Human maintainer 2026-04-23 Otto-58 named a NEW hygiene class distinct from the ~57 mechanically-verifiable FACTORY-HYGIENE rows: "agents review hygene on a cadence for a specific type of thing, this one is look for generalization opportunities in the code, for example the docker for reproducability for multi agent review can be generalize to everyting in the project, all applieas to code skills docs everyting" "backlog" Key insight: existing FACTORY-HYGIENE rows check "did we do X?" (mechanical, binary). This class asks "are we applying principle P wherever P applies?" (judgment, scope-extension). Complementary, not duplicative. BACKLOG row filed under new P1 section "Principle-adherence review cadence (Otto-58 new hygiene class)". M effort. Worked example: Docker-for-reproducibility (currently scoped to multi-agent peer-review per Otto-55/57) generalizes to devcontainer, per-sample Dockerfile, benchmark-harness containers, Craft module build envs, CI image pinning. Review emits these as BACKLOG candidates; per-candidate ROI decides which to implement. First-pass principle catalogue (12 principles): git-native/in-repo- first/samples-vs-production/applied-default/honest-about-error/ Codex-as-reviewer/detect-first/honor-those-before/Docker-repro/ CLI-first/trust-approval/split-attention. Protocol shape: 1. Define principle (1 sentence + memory citation) 2. Current scope (1-2 concrete examples) 3. Bounded sweep (N minutes, top-K candidates) 4. Emit per-candidate BACKLOG rows 5. ROUND-HISTORY row noting the review Cadence: every 10-20 rounds per principle; sharded across agents by principle class; first-pass triggered by principle-introduction events. Classification (row #50): detection-only-justified — generalization opportunities are inherently post-hoc. Composes with row #23 (missing-class) + #22 (symmetry) + #41 (orthogonal- axes) as judgment-based meta-audit triad/quad. Per-user memory: project_principle_adherence_review_new_hygiene_class_ cadenced_judgment_on_generalization_opportunities_2026_04_23.md Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
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Aaron: don't pigeonhole us. HTAP + document + graph + in-memory VoltDB-class.
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