feat(compute): VRAM budget types with CPU f64 fallback

.github/workflows/docs-quality.yml

@@ -2,11 +2,17 @@ name: Documentation Quality
 
 on:
   pull_request:
+    types:
+      - opened
+      - synchronize
+      - reopened
+      - ready_for_review
     paths:
       - "**/*.md"
       - "**/*.json"
       - ".github/workflows/**"
       - "scripts/validate_documentation.py"
+      - "crates/compute_backend/**"
   push:
     branches:
       - main

ARCHITECTURE.md

@@ -61,6 +61,7 @@ boundaries above remain the target modular MSA architecture.
 | `tepp_simulation` | known-truth temporal/event data generation |
 | `validation_core` | RMSE, bias, coverage, graph, and Monte Carlo metrics |
 | `tepp_api` | versioned DTO, schema, and export contracts |
+| `compute_backend` | VRAM-budgeted streamed planning, executable OOM retry plans, and a compensated CPU `f64` reference |
 
 No crate exposes placeholder production behavior in Task 1. This prevents an
 empty façade from becoming a de facto public API before its invariants and tests

CHANGELOG.md

@@ -6,6 +6,7 @@ All notable changes to TEPP are documented here. The format follows Keep a Chang
 
 ### Added
 
+- `compute_backend` ADR 0006 first slice: VRAM profiles and reserve-aware micro-batching, executable successive OOM retry plans, CPU fallback, compensated `f64` reference arithmetic with scale-aware parity tolerance, grouped adaptation policies, and fail-closed estimand-preserving memory policies.
 - `tepp_api` naruon live loopback HTTP/1.1 listener: `serve_one` installs a read/write deadline, requires a loopback `Host`, refuses `Transfer-Encoding` and NIM/proxy credential headers, parses `knowledge_cutoff` as RFC 3339 and refuses a future cutoff, keys analysis-run idempotency by tenant plus key, and proves both analysis-run and export POSTs over a real `TcpStream`. Not a production TLS/`$PORT` service (ADR 0011).
 - `tepp_api` adaptive orchestration router (ADR 0010): versioned `direct`/`verify`/`committee`/`conductor`/`abstain` selection from CPU `f64` risk, ambiguity, evidence, and token-budget inputs; recorded stages, recursion, decomposition, access lists, and role-specific reasoning effort; fail-closed document-controlled policy/access/credentials; LLM plans remain proposals under deterministic statistical authority; comparable-budget ablation requires a direct baseline; credential-free contextual-orchestrator binding. Live NIM HTTP remains accepted-target.
 - `tepp_api` purpose-bound provider-payload minimization: time-bounded `PurposeGrant` evaluation, fail-closed expired/not-yet-valid/inverted/cross-tenant/impossible-calendar denial, semantic UTC calendar validation, refusal to copy identity mappings into model-provider payloads or ordinary logs, preservation of opaque analytical identifiers and membership roles (no blanket PII mask), a separately authorized scientific re-identification path, and an internally bound FIPS 180-4 SHA-256 audit digest appended through `ReidentificationAuditSink` before disclosure.
@@ -75,6 +76,9 @@ All notable changes to TEPP are documented here. The format follows Keep a Chang
 
 ### Changed
 
+- Removed the completed one-shot PR #51 repair job from `docs-quality.yml`; the
+  workflow no longer invokes deleted repair scripts or requests write authority
+  after the executable compute implementation is already present.
 - Clarified ADR 0001 so it owns Rust-first numerical/reference-backend authority while ADR 0011 owns cross-service MSA/service authority.
 - Clarified ADR 0006 so it owns GPU/VRAM and model-credential boundaries; ADR 0010 now owns LLM orchestration policy and ADR 0015 owns autonomous repository-write/review/merge authority.
 - Expanded ADR 0002–0005 and 0009–0011 with explicit implementation maturity, alternatives, failure/recovery, compatibility/migration, verification, and rollback/supersession boundaries where they were previously implicit.

Cargo.toml

@@ -11,6 +11,7 @@ members = [
     "crates/tepp_simulation",
     "crates/validation_core",
     "crates/tepp_api",
+    "crates/compute_backend",
 ]
 default-members = [
     "crates/evidence_core",
@@ -23,6 +24,7 @@ default-members = [
     "crates/tepp_simulation",
     "crates/validation_core",
     "crates/tepp_api",
+    "crates/compute_backend",
 ]
 
 [workspace.package]

DOCUMENTATION.md

@@ -33,6 +33,7 @@ TEPP's approved PRD v0.4 and implementation plan are the primary product baselin
 | Hourly NIM product-development operations | [`docs/operations/HOURLY_NIM_PRODUCT_DEVELOPMENT.md`](docs/operations/HOURLY_NIM_PRODUCT_DEVELOPMENT.md) |
 | Actions workflow fleet audit | [`docs/operations/ACTIONS_WORKFLOW_FLEET.md`](docs/operations/ACTIONS_WORKFLOW_FLEET.md) |
 | Actions fleet research doctoring | [`docs/research/actions-workflow-fleet.md`](docs/research/actions-workflow-fleet.md) |
+| VRAM budget / GPU fallback doctoring | [`docs/research/vram-budget-types.md`](docs/research/vram-budget-types.md) |
 | Retention/deletion/legal-hold doctoring | [`docs/research/retention-deletion-legal-hold.md`](docs/research/retention-deletion-legal-hold.md) |
 | Provider-payload minimization doctoring | [`docs/research/provider-payload-minimization.md`](docs/research/provider-payload-minimization.md) |
 | Adaptive orchestration router doctoring | [`docs/research/adaptive-orchestration-router.md`](docs/research/adaptive-orchestration-router.md) |

crates/compute_backend/Cargo.toml

@@ -0,0 +1,19 @@
+[package]
+name = "compute_backend"
+description = "VRAM-budgeted GPU planning with a CPU f64 reference and fail-closed OOM fallback."
+version.workspace = true
+edition.workspace = true
+rust-version.workspace = true
+license.workspace = true
+authors.workspace = true
+repository.workspace = true
+homepage.workspace = true
+readme.workspace = true
+keywords.workspace = true
+categories.workspace = true
+publish = false
+
+[dependencies]
+
+[lints]
+workspace = true