# Teleon v26.0 Database-Centered Dual-Track Sister Self-Tuning & Codebase DAG Architecture

- Commit SHA: `ef1eb9c967825c4f99216c65875a9b78f5b62ca7`
- Architecture Pattern: `database_centered_dual_track_sister_dag/v1`
- Database-Centered Units: `18` (`DB-UNIT-01 .. DB-UNIT-18` / `DB-01 .. DB-17`)
- Paired Sister Elements: `18` (`SISTER-01 .. SISTER-18` / `q_track2_improve_*`)
- Prebuilt Parametric Dimensions: `8` (`DIM-01 .. DIM-08`)
- Codebase DAG Vertices: `109` nodes, `144` typed edges (`is_acyclic: true`)

## Core Principle: Every Database Unit Owns Two Isomorphic Connector Tracks
1. **Track 1 (`process_track` / `q_track1_execute_*` - Operational Queue Execution)**: Processes incoming operational tasks by reading a SWHID-pinned parameter bundle (`active_config_swhid: swh:1:cnt:<sha1>`, `mid_flight_mutation_permitted: false`) through swappable **Deterministic (`DET`, `0` model calls)**, **Hybrid (`DET_FIRST_AGENT_FALLBACK`, `<= 1` call)**, or **Agentic (`AGENT`)** connectors.
2. **Track 2 (`improve_track` / `q_track2_improve_*` - Sister Meta-Improvement Element: 'How Can We Do This Better?')**: Paired sister proposals table + shadow experiments table + sister work queue letting internal staff and external contributor AI agents tune all 8 parametric dimensions (`DIM-01..DIM-08`), gated by frozen holdouts (`holdout_loss == 0`) and orthogonal CPOP review (`reviewer_family != producer_family`).

## Mermaid Topology
```mermaid
flowchart TB
  Surf["Stateless Edge Surfaces (X-Teleon-Surface-Id)"]
  subgraph DBUNIT01["DB-UNIT-01: Content-Addressed Entities & Merkle Payload Core"]
    DBUNIT01_T1Q["Track 1 Operational Queue: q03_seed_intake"]
    DBUNIT01_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT01_T2Q["Track 2 Sister Queue: sq01_improve_entities_cas"]
    DBUNIT01_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT01_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-01)"]
    DBUNIT01_DB[("ACID Database Core + TODO Backlog: entities-db.teleon.dev")]
    DBUNIT01_T1Q --> DBUNIT01_T1C --> DBUNIT01_DB
    DBUNIT01_T2Q --> DBUNIT01_T2C --> DBUNIT01_GATE
    DBUNIT01_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT01_T1C
    DBUNIT01_GATE -->|Bitemporal Lineage| DBUNIT01_DB
  end
  Surf --> DBUNIT01_T1Q
  Surf --> DBUNIT01_T2Q
  subgraph DBUNIT02["DB-UNIT-02: Source Acquisition & Findability Taxonomy Core"]
    DBUNIT02_T1Q["Track 1 Operational Queue: q01_acquire_findability"]
    DBUNIT02_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT02_T2Q["Track 2 Sister Queue: sq02_improve_acquire_findability"]
    DBUNIT02_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT02_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-02)"]
    DBUNIT02_DB[("ACID Database Core + TODO Backlog: entities-db.teleon.dev")]
    DBUNIT02_T1Q --> DBUNIT02_T1C --> DBUNIT02_DB
    DBUNIT02_T2Q --> DBUNIT02_T2C --> DBUNIT02_GATE
    DBUNIT02_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT02_T1C
    DBUNIT02_GATE -->|Bitemporal Lineage| DBUNIT02_DB
  end
  Surf --> DBUNIT02_T1Q
  Surf --> DBUNIT02_T2Q
  subgraph DBUNIT03["DB-UNIT-03: Confusion Diagnostics & Card Disambiguation Core"]
    DBUNIT03_T1Q["Track 1 Operational Queue: q02_confusion_repair"]
    DBUNIT03_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT03_T2Q["Track 2 Sister Queue: sq03_improve_confusion_repair"]
    DBUNIT03_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT03_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-03)"]
    DBUNIT03_DB[("ACID Database Core + TODO Backlog: queues-db.teleon.dev")]
    DBUNIT03_T1Q --> DBUNIT03_T1C --> DBUNIT03_DB
    DBUNIT03_T2Q --> DBUNIT03_T2C --> DBUNIT03_GATE
    DBUNIT03_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT03_T1C
    DBUNIT03_GATE -->|Bitemporal Lineage| DBUNIT03_DB
  end
  Surf --> DBUNIT03_T1Q
  Surf --> DBUNIT03_T2Q
  subgraph DBUNIT04["DB-UNIT-04: 48-Cell Hybrid Search, LSH & Retrieval Core"]
    DBUNIT04_T1Q["Track 1 Operational Queue: q14_retrieval_composability_probe"]
    DBUNIT04_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT04_T2Q["Track 2 Sister Queue: sq04_improve_search_retrieval"]
    DBUNIT04_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT04_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-04)"]
    DBUNIT04_DB[("ACID Database Core + TODO Backlog: lsh-db.teleon.dev")]
    DBUNIT04_T1Q --> DBUNIT04_T1C --> DBUNIT04_DB
    DBUNIT04_T2Q --> DBUNIT04_T2C --> DBUNIT04_GATE
    DBUNIT04_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT04_T1C
    DBUNIT04_GATE -->|Bitemporal Lineage| DBUNIT04_DB
  end
  Surf --> DBUNIT04_T1Q
  Surf --> DBUNIT04_T2Q
  subgraph DBUNIT05["DB-UNIT-05: Typed Solution Graph & Pareto Composition Core"]
    DBUNIT05_T1Q["Track 1 Operational Queue: q13_pareto_composition"]
    DBUNIT05_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT05_T2Q["Track 2 Sister Queue: sq05_improve_dag_composition"]
    DBUNIT05_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT05_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-05)"]
    DBUNIT05_DB[("ACID Database Core + TODO Backlog: graph-db.teleon.dev")]
    DBUNIT05_T1Q --> DBUNIT05_T1C --> DBUNIT05_DB
    DBUNIT05_T2Q --> DBUNIT05_T2C --> DBUNIT05_GATE
    DBUNIT05_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT05_T1C
    DBUNIT05_GATE -->|Bitemporal Lineage| DBUNIT05_DB
  end
  Surf --> DBUNIT05_T1Q
  Surf --> DBUNIT05_T2Q
  subgraph DBUNIT06["DB-UNIT-06: Multi-Pass Enrichment, Packaging & 6+ Locale Core"]
    DBUNIT06_T1Q["Track 1 Operational Queue: q07_harness_packaging"]
    DBUNIT06_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT06_T2Q["Track 2 Sister Queue: sq06_improve_multipass_packaging"]
    DBUNIT06_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT06_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-06)"]
    DBUNIT06_DB[("ACID Database Core + TODO Backlog: entities-db.teleon.dev")]
    DBUNIT06_T1Q --> DBUNIT06_T1C --> DBUNIT06_DB
    DBUNIT06_T2Q --> DBUNIT06_T2C --> DBUNIT06_GATE
    DBUNIT06_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT06_T1C
    DBUNIT06_GATE -->|Bitemporal Lineage| DBUNIT06_DB
  end
  Surf --> DBUNIT06_T1Q
  Surf --> DBUNIT06_T2Q
  subgraph DBUNIT07["DB-UNIT-07: Deterministic Wasm/gVisor Sandbox & Red-Team Oracle Core"]
    DBUNIT07_T1Q["Track 1 Operational Queue: q08_wasm_verification"]
    DBUNIT07_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT07_T2Q["Track 2 Sister Queue: sq07_improve_sandbox_oracles"]
    DBUNIT07_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT07_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-07)"]
    DBUNIT07_DB[("ACID Database Core + TODO Backlog: queues-db.teleon.dev")]
    DBUNIT07_T1Q --> DBUNIT07_T1C --> DBUNIT07_DB
    DBUNIT07_T2Q --> DBUNIT07_T2C --> DBUNIT07_GATE
    DBUNIT07_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT07_T1C
    DBUNIT07_GATE -->|Bitemporal Lineage| DBUNIT07_DB
  end
  Surf --> DBUNIT07_T1Q
  Surf --> DBUNIT07_T2Q
  subgraph DBUNIT08["DB-UNIT-08: Opt-In Prompt & Inference Wire Proxy Rule Core"]
    DBUNIT08_T1Q["Track 1 Operational Queue: q10_telemetry_hebbian"]
    DBUNIT08_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT08_T2Q["Track 2 Sister Queue: sq08_improve_prompt_proxy"]
    DBUNIT08_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT08_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-08)"]
    DBUNIT08_DB[("ACID Database Core + TODO Backlog: telemetry-db.teleon.dev")]
    DBUNIT08_T1Q --> DBUNIT08_T1C --> DBUNIT08_DB
    DBUNIT08_T2Q --> DBUNIT08_T2C --> DBUNIT08_GATE
    DBUNIT08_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT08_T1C
    DBUNIT08_GATE -->|Bitemporal Lineage| DBUNIT08_DB
  end
  Surf --> DBUNIT08_T1Q
  Surf --> DBUNIT08_T2Q
  subgraph DBUNIT09["DB-UNIT-09: Agent Fees, AFK Budget Holds, CPOP Review & Q12 Royalty Clearinghouse"]
    DBUNIT09_T1Q["Track 1 Operational Queue: q11_cpop_orthogonal_review"]
    DBUNIT09_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT09_T2Q["Track 2 Sister Queue: sq09_improve_telemetry_royalty"]
    DBUNIT09_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT09_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-09)"]
    DBUNIT09_DB[("ACID Database Core + TODO Backlog: ledger-db.teleon.dev")]
    DBUNIT09_T1Q --> DBUNIT09_T1C --> DBUNIT09_DB
    DBUNIT09_T2Q --> DBUNIT09_T2C --> DBUNIT09_GATE
    DBUNIT09_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT09_T1C
    DBUNIT09_GATE -->|Bitemporal Lineage| DBUNIT09_DB
  end
  Surf --> DBUNIT09_T1Q
  Surf --> DBUNIT09_T2Q
  subgraph DBUNIT10["DB-UNIT-10: Signed Agent Event Feeds, Advisories & Migration Streams Core"]
    DBUNIT10_T1Q["Track 1 Operational Queue: q05_feed_advisory_stream"]
    DBUNIT10_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT10_T2Q["Track 2 Sister Queue: sq10_improve_agent_feeds"]
    DBUNIT10_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT10_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-10)"]
    DBUNIT10_DB[("ACID Database Core + TODO Backlog: entities-db.teleon.dev")]
    DBUNIT10_T1Q --> DBUNIT10_T1C --> DBUNIT10_DB
    DBUNIT10_T2Q --> DBUNIT10_T2C --> DBUNIT10_GATE
    DBUNIT10_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT10_T1C
    DBUNIT10_GATE -->|Bitemporal Lineage| DBUNIT10_DB
  end
  Surf --> DBUNIT10_T1Q
  Surf --> DBUNIT10_T2Q
  subgraph DBUNIT11["DB-UNIT-11: Pre-Effect Handshakes, SWHID Parameter Bundles & Kleisli Wrappers Core"]
    DBUNIT11_T1Q["Track 1 Operational Queue: q06_handshake_negotiation"]
    DBUNIT11_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT11_T2Q["Track 2 Sister Queue: sq11_improve_handshakes"]
    DBUNIT11_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT11_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-11)"]
    DBUNIT11_DB[("ACID Database Core + TODO Backlog: queues-db.teleon.dev")]
    DBUNIT11_T1Q --> DBUNIT11_T1C --> DBUNIT11_DB
    DBUNIT11_T2Q --> DBUNIT11_T2C --> DBUNIT11_GATE
    DBUNIT11_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT11_T1C
    DBUNIT11_GATE -->|Bitemporal Lineage| DBUNIT11_DB
  end
  Surf --> DBUNIT11_T1Q
  Surf --> DBUNIT11_T2Q
  subgraph DBUNIT12["DB-UNIT-12: Context Interrogation, Persona Matrix & Problem-Situation Core"]
    DBUNIT12_T1Q["Track 1 Operational Queue: q15_problem_situation_generation"]
    DBUNIT12_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT12_T2Q["Track 2 Sister Queue: sq12_improve_problem_interrogation"]
    DBUNIT12_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT12_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-12)"]
    DBUNIT12_DB[("ACID Database Core + TODO Backlog: entities-db.teleon.dev")]
    DBUNIT12_T1Q --> DBUNIT12_T1C --> DBUNIT12_DB
    DBUNIT12_T2Q --> DBUNIT12_T2C --> DBUNIT12_GATE
    DBUNIT12_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT12_T1C
    DBUNIT12_GATE -->|Bitemporal Lineage| DBUNIT12_DB
  end
  Surf --> DBUNIT12_T1Q
  Surf --> DBUNIT12_T2Q
  subgraph DBUNIT13["DB-UNIT-13: Polymorphic Solutioning, Harness Packages & 1-Up Efficiency Core"]
    DBUNIT13_T1Q["Track 1 Operational Queue: q16_polymorphic_solutioning"]
    DBUNIT13_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT13_T2Q["Track 2 Sister Queue: sq13_improve_polymorphic_solutioning"]
    DBUNIT13_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT13_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-13)"]
    DBUNIT13_DB[("ACID Database Core + TODO Backlog: entities-db.teleon.dev")]
    DBUNIT13_T1Q --> DBUNIT13_T1C --> DBUNIT13_DB
    DBUNIT13_T2Q --> DBUNIT13_T2C --> DBUNIT13_GATE
    DBUNIT13_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT13_T1C
    DBUNIT13_GATE -->|Bitemporal Lineage| DBUNIT13_DB
  end
  Surf --> DBUNIT13_T1Q
  Surf --> DBUNIT13_T2Q
  subgraph DBUNIT14["DB-UNIT-14: Cross-Stage Mutation, Keyword Multiplication & Problem Remix Core"]
    DBUNIT14_T1Q["Track 1 Operational Queue: q17_cross_stage_mutation"]
    DBUNIT14_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT14_T2Q["Track 2 Sister Queue: sq14_improve_mutation_remix"]
    DBUNIT14_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT14_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-14)"]
    DBUNIT14_DB[("ACID Database Core + TODO Backlog: queues-db.teleon.dev")]
    DBUNIT14_T1Q --> DBUNIT14_T1C --> DBUNIT14_DB
    DBUNIT14_T2Q --> DBUNIT14_T2C --> DBUNIT14_GATE
    DBUNIT14_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT14_T1C
    DBUNIT14_GATE -->|Bitemporal Lineage| DBUNIT14_DB
  end
  Surf --> DBUNIT14_T1Q
  Surf --> DBUNIT14_T2Q
  subgraph DBUNIT15["DB-UNIT-15: Thin Per-Site Identity, Surface Lenses & 3-Mode Delivery Core"]
    DBUNIT15_T1Q["Track 1 Operational Queue: q18_adaptive_delivery_and_lenses"]
    DBUNIT15_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT15_T2Q["Track 2 Sister Queue: sq15_improve_adaptive_delivery"]
    DBUNIT15_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT15_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-15)"]
    DBUNIT15_DB[("ACID Database Core + TODO Backlog: entities-db.teleon.dev")]
    DBUNIT15_T1Q --> DBUNIT15_T1C --> DBUNIT15_DB
    DBUNIT15_T2Q --> DBUNIT15_T2C --> DBUNIT15_GATE
    DBUNIT15_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT15_T1C
    DBUNIT15_GATE -->|Bitemporal Lineage| DBUNIT15_DB
  end
  Surf --> DBUNIT15_T1Q
  Surf --> DBUNIT15_T2Q
  subgraph DBUNIT16["DB-UNIT-16: Resource Network Catalog, Capacity Feeds & Eligibility Broker Core"]
    DBUNIT16_T1Q["Track 1 Operational Queue: q19_resource_capacity_broker"]
    DBUNIT16_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT16_T2Q["Track 2 Sister Queue: sq16_improve_resource_capacity"]
    DBUNIT16_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT16_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-16)"]
    DBUNIT16_DB[("ACID Database Core + TODO Backlog: queues-db.teleon.dev")]
    DBUNIT16_T1Q --> DBUNIT16_T1C --> DBUNIT16_DB
    DBUNIT16_T2Q --> DBUNIT16_T2C --> DBUNIT16_GATE
    DBUNIT16_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT16_T1C
    DBUNIT16_GATE -->|Bitemporal Lineage| DBUNIT16_DB
  end
  Surf --> DBUNIT16_T1Q
  Surf --> DBUNIT16_T2Q
  subgraph DBUNIT17["DB-UNIT-17: Cascading Decision Models, Local Classifiers & Abstention Core"]
    DBUNIT17_T1Q["Track 1 Operational Queue: q20_decision_cascade_router"]
    DBUNIT17_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT17_T2Q["Track 2 Sister Queue: sq17_improve_decision_cascade"]
    DBUNIT17_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT17_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-17)"]
    DBUNIT17_DB[("ACID Database Core + TODO Backlog: lsh-db.teleon.dev")]
    DBUNIT17_T1Q --> DBUNIT17_T1C --> DBUNIT17_DB
    DBUNIT17_T2Q --> DBUNIT17_T2C --> DBUNIT17_GATE
    DBUNIT17_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT17_T1C
    DBUNIT17_GATE -->|Bitemporal Lineage| DBUNIT17_DB
  end
  Surf --> DBUNIT17_T1Q
  Surf --> DBUNIT17_T2Q
  subgraph DBUNIT18["DB-UNIT-18: Causal Scenario Foundry, Simulation Federation & Opportunity Core"]
    DBUNIT18_T1Q["Track 1 Operational Queue: q21_scenario_opportunity_foundry"]
    DBUNIT18_T1C["Track 1 Connectors (Deterministic 0-Call | Hybrid | Agentic)"]
    DBUNIT18_T2Q["Track 2 Sister Queue: sq18_improve_scenario_foundry"]
    DBUNIT18_T2C["Track 2 Sister Connectors (Bandit/Grid | Hybrid | Agentic)"]
    DBUNIT18_GATE["Frozen Holdout + Orthogonal CPOP Gate (SISTER-18)"]
    DBUNIT18_DB[("ACID Database Core + TODO Backlog: entities-db.teleon.dev")]
    DBUNIT18_T1Q --> DBUNIT18_T1C --> DBUNIT18_DB
    DBUNIT18_T2Q --> DBUNIT18_T2C --> DBUNIT18_GATE
    DBUNIT18_GATE -->|Promotes 6D Settings, Locales, Synonyms & Steps| DBUNIT18_T1C
    DBUNIT18_GATE -->|Bitemporal Lineage| DBUNIT18_DB
  end
  Surf --> DBUNIT18_T1Q
  Surf --> DBUNIT18_T2Q
```

## 18 Database-Centered Units (`DB-UNIT-01 .. DB-UNIT-18`)
- **DB-UNIT-01 (Content-Addressed Entities & Merkle Payload Core)** - DB Cell `entities-db.teleon.dev` | TODO Backlog `teleon_core.entities_cas_todo_backlog` | Track 1 `q03-seed-queue.teleon.dev` (`cas_fastcdc_swhid_ingestor_v1, cas_license_boundary_disambiguator_v1, cas_unstructured_bundle_extractor_v1`) | Track 2 `SISTER-01` `sq01-improve-cas-queue.teleon.dev` (`sister_cas_chunk_pareto_tuner_v1, sister_ast_grammar_synthesizer_v1, sister_format_slicer_author_v1`)
- **DB-UNIT-02 (Source Acquisition & Findability Taxonomy Core)** - DB Cell `entities-db.teleon.dev` | TODO Backlog `teleon_core.acquire_findability_todo_backlog` | Track 1 `q01-findability-queue.teleon.dev` (`skos_lexical_normalizer_v1, bilingual_card_tagger_v1, deep_gap_hunter_and_harvester_v1`) | Track 2 `SISTER-02` `sq02-improve-findability-queue.teleon.dev` (`sister_yield_bandit_reweighter_v1, sister_multilingual_synonym_miner_v1, sister_source_harvester_builder_v1`)
- **DB-UNIT-03 (Confusion Diagnostics & Card Disambiguation Core)** - DB Cell `queues-db.teleon.dev` | TODO Backlog `teleon_core.confusion_repair_todo_backlog` | Track 1 `q02-confusion-queue.teleon.dev` (`schema_mismatch_rule_extractor_v1, contrast_pair_card_rewriter_v1, multi_trace_root_cause_investigator_v1`) | Track 2 `SISTER-03` `sq03-improve-confusion-queue.teleon.dev` (`sister_confusion_cluster_ranker_v1, sister_card_format_ab_tester_v1, sister_diagnostic_routine_inventor_v1`)
- **DB-UNIT-04 (48-Cell Hybrid Search, LSH & Retrieval Core)** - DB Cell `lsh-db.teleon.dev` | TODO Backlog `teleon_core.search_retrieval_todo_backlog` | Track 1 `q14-retrieval-probe-queue.teleon.dev` (`bm25f_roaring_lsh_zero_model_v1, query_intent_expansion_hybrid_v1, multi_hop_federated_scout_v1`) | Track 2 `SISTER-04` `sq04-improve-search-queue.teleon.dev` (`sister_bm25f_pareto_grid_optimizer_v1, sister_hard_negative_synonym_curator_v1, sister_retrieval_pipeline_architect_v1`)
- **DB-UNIT-05 (Typed Solution Graph & Pareto Composition Core)** - DB Cell `graph-db.teleon.dev` | TODO Backlog `teleon_core.dag_composition_todo_backlog` | Track 1 `q13-composition-queue.teleon.dev` (`dijkstra_pareto_type_planner_v1, single_shim_bridge_synthesizer_v1, novel_architecture_composer_v1`) | Track 2 `SISTER-05` `sq05-improve-composition-queue.teleon.dev` (`sister_subgraph_crystallizer_v1, sister_pareto_heuristic_tuner_v1, sister_macro_compiler_agent_v1`)
- **DB-UNIT-06 (Multi-Pass Enrichment, Packaging & 6+ Locale Core)** - DB Cell `entities-db.teleon.dev` | TODO Backlog `teleon_core.multipass_packaging_todo_backlog` | Track 1 `q07-packaging-queue.teleon.dev` (`ast_signature_card_compiler_v1, multilingual_card_summarizer_v1, cross_harness_skill_adapter_v1`) | Track 2 `SISTER-06` `sq06-improve-packaging-queue.teleon.dev` (`sister_token_compression_pareto_v1, sister_locale_terminology_auditor_v1, sister_harness_format_adapter_author_v1`)
- **DB-UNIT-07 (Deterministic Wasm/gVisor Sandbox & Red-Team Oracle Core)** - DB Cell `queues-db.teleon.dev` | TODO Backlog `teleon_core.sandbox_oracles_todo_backlog` | Track 1 `q08-wasm-verify-queue.teleon.dev` (`wasmtime_wit_deterministic_runner_v1, boundary_counterexample_synthesizer_v1, adversarial_exploit_hunter_v1`) | Track 2 `SISTER-07` `sq07-improve-sandbox-queue.teleon.dev` (`sister_mutant_survivor_minimizer_v1, sister_oracle_gap_proposer_v1, sister_redteam_generator_author_v1`)
- **DB-UNIT-08 (Opt-In Prompt & Inference Wire Proxy Rule Core)** - DB Cell `telemetry-db.teleon.dev` | TODO Backlog `teleon_core.prompt_proxy_todo_backlog` | Track 1 `q10-telemetry-queue.teleon.dev` (`wire_metadata_rule_and_direct_responder_v1, compact_context_selector_hybrid_v1, custom_enterprise_policy_simulator_v1`) | Track 2 `SISTER-08` `sq08-improve-proxy-queue.teleon.dev` (`sister_proxy_threshold_calibrator_v1, sister_direct_card_candidate_miner_v1, sister_wire_protocol_adapter_builder_v1`)
- **DB-UNIT-09 (Agent Fees, AFK Budget Holds, CPOP Review & Q12 Royalty Clearinghouse)** - DB Cell `ledger-db.teleon.dev` | TODO Backlog `teleon_core.telemetry_royalty_todo_backlog` | Track 1 `q11-cpop-review-queue.teleon.dev` (`q12_ledger_and_cusum_engine_v1, cpop_evidence_audit_summarizer_v1, cross_family_independent_reviewer_v1`) | Track 2 `SISTER-09` `sq09-improve-ledger-queue.teleon.dev` (`sister_cusum_and_hebbian_calibrator_v1, sister_attribution_fairness_analyzer_v1, sister_sybil_graph_detector_author_v1`)
- **DB-UNIT-10 (Signed Agent Event Feeds, Advisories & Migration Streams Core)** - DB Cell `entities-db.teleon.dev` | TODO Backlog `teleon_core.agent_feeds_todo_backlog` | Track 1 `q05-feeds-queue.teleon.dev` (`signed_cloudevent_blast_matcher_v1, deprecation_migration_summarizer_v1, autonomous_codemod_patch_synthesizer_v1`) | Track 2 `SISTER-10` `sq10-improve-feeds-queue.teleon.dev` (`sister_feed_noise_pruner_v1, sister_advisory_impact_calibrator_v1, sister_codemod_rule_author_v1`)
- **DB-UNIT-11 (Pre-Effect Handshakes, SWHID Parameter Bundles & Kleisli Wrappers Core)** - DB Cell `queues-db.teleon.dev` | TODO Backlog `teleon_core.handshakes_wrappers_todo_backlog` | Track 1 `q06-handshake-queue.teleon.dev` (`thp_v1_hmac_and_schema_caster_v1, schema_drift_compat_advisor_v1, cross_version_downgrade_shim_synthesizer_v1`) | Track 2 `SISTER-11` `sq11-improve-handshakes-queue.teleon.dev` (`sister_caster_equivalence_checker_v1, sister_hook_compatibility_miner_v1, sister_protocol_shim_author_v1`)
- **DB-UNIT-12 (Context Interrogation, Persona Matrix & Problem-Situation Core)** - DB Cell `entities-db.teleon.dev` | TODO Backlog `teleon_core.problem_situations_todo_backlog` | Track 1 `q15-problem-situation-queue.teleon.dev` (`interrogation_template_and_gap_compiler_v1, persona_scenario_problemizer_hybrid_v1, bot_fleet_persona_interrogator_v1`) | Track 2 `SISTER-12` `sq12-improve-interrogation-queue.teleon.dev` (`sister_persona_yield_bandit_v1, sister_question_rubric_expander_v1, sister_scenario_persona_author_v1`)
- **DB-UNIT-13 (Polymorphic Solutioning, Harness Packages & 1-Up Efficiency Core)** - DB Cell `entities-db.teleon.dev` | TODO Backlog `teleon_core.polymorphic_solve_todo_backlog` | Track 1 `q16-solutioning-compete-queue.teleon.dev` (`openapi_schema_and_rule_factory_solver_v1, guided_harness_package_synthesizer_v1, polymorphic_solver_and_one_up_challenger_v1`) | Track 2 `SISTER-13` `sq13-improve-solutioning-queue.teleon.dev` (`sister_one_up_pareto_demoter_v1, sister_working_dir_template_tuner_v1, sister_deterministic_compiler_author_v1`)
- **DB-UNIT-14 (Cross-Stage Mutation, Keyword Multiplication & Problem Remix Core)** - DB Cell `queues-db.teleon.dev` | TODO Backlog `teleon_core.mutation_remix_todo_backlog` | Track 1 `q17-mutation-remix-queue.teleon.dev` (`crt_keyword_time_geo_multiplier_v1, multilingual_query_and_constraint_translator_v1, esoteric_horizon_and_problem_remixer_v1`) | Track 2 `SISTER-14` `sq14-improve-mutation-queue.teleon.dev` (`sister_mutation_novelty_bandit_v1, sister_contrast_axis_synthesizer_v1, sister_remix_operator_author_v1`)
- **DB-UNIT-15 (Thin Per-Site Identity, Surface Lenses & 3-Mode Delivery Core)** - DB Cell `entities-db.teleon.dev` | TODO Backlog `teleon_core.adaptive_delivery_todo_backlog` | Track 1 `q18-delivery-surface-queue.teleon.dev` (`three_mode_delivery_and_lens_projector_v1, surface_onboarding_lens_calibrator_v1, cross_surface_gap_and_ux_auditor_v1`) | Track 2 `SISTER-15` `sq15-improve-delivery-queue.teleon.dev` (`sister_delivery_threshold_optimizer_v1, sister_surface_filter_calibrator_v1, sister_delivery_transport_author_v1`)
- **DB-UNIT-16 (Resource Network Catalog, Capacity Feeds & Eligibility Broker Core)** - DB Cell `queues-db.teleon.dev` | TODO Backlog `teleon_core.resource_broker_todo_backlog` | Track 1 `q19-resource-capacity-queue.teleon.dev` (`quota_aup_and_spdx_eligibility_router_v1, capacity_feed_anomaly_and_deprecation_watcher_v1, provider_terms_and_allowance_scout_v1`) | Track 2 `SISTER-16` `sq16-improve-capacity-queue.teleon.dev` (`sister_cost_per_accepted_bandit_v1, sister_provider_policy_diff_extractor_v1, sister_capacity_adapter_author_v1`)
- **DB-UNIT-17 (Cascading Decision Models, Local Classifiers & Abstention Core)** - DB Cell `lsh-db.teleon.dev` | TODO Backlog `teleon_core.decision_cascade_todo_backlog` | Track 1 `q20-decision-cascade-queue.teleon.dev` (`rule_model2vec_setfit_gliner_cpu_cascade_v1, clef_jev_clairic_typed_decision_escalation_v1, ambiguous_tail_reasoning_arbitrator_v1`) | Track 2 `SISTER-17` `sq17-improve-decisions-queue.teleon.dev` (`sister_ece_and_abstention_calibrator_v1, sister_setfit_distillation_trainer_v1, sister_rubric_schema_designer_v1`)
- **DB-UNIT-18 (Causal Scenario Foundry, Simulation Federation & Opportunity Core)** - DB Cell `entities-db.teleon.dev` | TODO Backlog `teleon_core.scenario_foundry_todo_backlog` | Track 1 `q21-scenario-foundry-queue.teleon.dev` (`mesa_amlsim_and_sql_state_world_compiler_v1, autoplay_explore_first_scenario_synthesizer_v1, multi_engine_concordia_oasis_and_foresight_author_v1`) | Track 2 `SISTER-18` `sq18-improve-scenarios-queue.teleon.dev` (`sister_world_consistency_and_leak_checker_v1, sister_counterfactual_diversity_scorer_v1, sister_simulator_adapter_and_archetype_author_v1`)