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Northline Biological Production DemoElevated Review Mode2026-05-10 08:42 ETReadiness 72/100Open Exceptions: 18QA Holds: 4Paused Batch Moves: 3Human Reviews Pending: 9Facility Watch: Elevated

Engineering Log

What is being built and why.

This log records architecture decisions, build notes, boundary clarifications, and known limitations. It does not fake production history, customer deployments, or live integrations.

Decision-support only. Human review required. No compliance certification, legal/regulatory advice, cultivation guidance, or autonomous facility control. Demo data is fictional.

ImplementedImplemented
Design PartnerIn Progress
RoadmapPlanned
RoadmapRoadmap

Entries

Build notes and architecture decisions

ENG-001

Failure Chain architecture added to public product language

Architecture NoteImplemented
Area: Homepage / TerminalDate: 2026-05

Public product language now models facility risk as connected failure chains across batch, QA, packet, signal, owner, distribution, and cost surfaces. Terminal demo surfaces render these chains as interactive dependency graphs.

Failure chains are decision-support only. They do not predict the future or certify risk.

ENG-002

Visual QA and smoke route baseline established

QA NoteImplemented
Area: Site QualityDate: 2026-05

Playwright visual QA now validates 7 core pages across 6 viewports (390, 430, 768, 1024, 1440, 1920). Smoke route tests validate 25 routes return HTTP 200. Guard tests enforce forbidden claims, brand boundaries, metadata quality, href hygiene, and scoring correctness.

QA validates static pages and fictional demo surfaces. No production customer data is tested.

ENG-003

Backend object model defined for design partner scope

Architecture NoteRoadmap
Area: AcreFrame CoreDate: 2026-05

AcreFrame Core requires durable entities for Facility, Room, Zone, Batch, Lot, Material, Inventory Item, QA Hold, Packet Section, COA Record, Evidence File, Signal Event, Task, Review Owner, Decision Memo, Distribution Commitment, and Cost Pressure Event.

Object model is proposed schema direction. Real database schema will be co-designed with design partners.

ENG-004

Signal Bridge scoped as read-only roadmap capability

Boundary NoteRoadmap
Area: Signal BridgeDate: 2026-05

Signal Bridge is positioned only as a future read-only signal ingestion layer. It normalizes environmental records, equipment events, and room-level context linked to batches and QA holds for qualified human review.

Signal Bridge does not control HVAC, irrigation, lighting, dosing, QA release, movement, or shipment approval.

ENG-005

Decision Ledger scoped for human-reviewed operating memory

Build NoteRoadmap
Area: Decision MemoryDate: 2026-05

Decision Ledger will preserve who reviewed what, what evidence was attached, what remained unresolved, and what decision was recorded. Each memo links to batch, evidence files, and review owner.

AcreFrame preserves what humans decided. It does not make decisions.

ENG-006

Packet Readiness Engine architecture defined

Architecture NoteRoadmap
Area: Packet ReadinessDate: 2026-05

Packet Readiness Engine maps packet section completeness to batch movement gates, COA chains, and export readiness. It produces a gap matrix with owner attribution and blocked-gate identification.

Packet readiness is a decision-support artifact. It does not certify compliance or guarantee inspection outcomes.

ENG-007

Evidence Normalization layer designed for heterogeneous inputs

Architecture NoteRoadmap
Area: AcreFrame CoreDate: 2026-05

Evidence Normalization parses exports, screenshots, spreadsheets, and logs into a consistent schema with standardized timestamps, units, and completeness flags. Normalization rules will be tuned per design partner.

Normalization does not judge record validity. It only standardizes format and flags gaps.

ENG-008

Review Queue scoring model defined

Design DecisionRoadmap
Area: Review QueueDate: 2026-05

Review Queue scores items by severity, age, dependency depth, and owner clarity. The scoring model is deterministic and tunable per facility. It routes items to qualified operators with evidence links and review windows.

Queue prioritization is decision-support only. Humans decide what to review and when.

ENG-009

Read-Only Integration Layer scoped for lawful exports

Boundary NoteRoadmap
Area: IntegrationsDate: 2026-05

Read-Only Integration Layer will ingest lawful exports from seed-to-sale systems, task tools, inventory systems, and environmental logs. It will not replace regulated systems or access live databases without explicit operator consent.

Requires explicit operator export. Does not replace regulated systems.

ENG-010

Multi-Facility Operating Memory deferred to future stage

Architecture NoteRoadmap
Area: AcreFrame CoreDate: 2026-05

Cross-facility entity graphs, shared taxonomy, consolidated decision logs, and institutional reporting surfaces are scoped as future infrastructure. Not offered in current design partner engagements.

Not currently offered. Future infrastructure stage only.

ENG-011

Core v0 backend scaffold implemented with typed entity model

Build NoteImplemented
Area: AcreFrame CoreDate: 2026-05

AcreFrame Core v0 ships with 18 typed entities, deterministic fictional demo data for Northline facility, a read-only repository layer, and five force-static API demo routes. The Terminal now consumes Core data through a compatibility adapter. All objects include fictionalDemo flags and boundary annotations.

Core v0 is demo scaffold only. Not a production backend. No persistent database. No customer data.

ENG-012

Core v0 public API routes published

Build NoteImplemented
Area: AcreFrame CoreDate: 2026-05

Five read-only API routes are now public under /api/core/demo/: facility graph, terminal snapshot, review queue, packet readiness, and event ledger. All routes include boundary metadata and disclaimers. They are force-static and prerender at build time.

API routes return fictional demo data only. No authentication required because data is public fiction. Not suitable for production use.

ENG-013

Core-Demo public page created for backend visibility

Build NoteImplemented
Area: Public SiteDate: 2026-05

The /core-demo page surfaces the full Core v0 facility graph, API endpoint catalog, and boundary metadata for visitors who want to inspect the backend scaffold without opening the Terminal.

Core-Demo surfaces the same fictional data as the Terminal and API routes. Not customer data.

Limitations

Known limitations

  • No live production database. Core v0 uses deterministic in-memory demo data.
  • No real sensor integrations. Signal Bridge signals are fictional demo data.
  • No live customer deployments. Design partner engagements are qualification-stage.
  • No seed-to-sale system replacement. Integrations are read-only export ingestion only.
  • No automated QA release, batch approval, or shipment authorization.
  • No compliance certification or regulatory approval claims.
  • No live API consumers. Core demo routes are public but unauthenticated read-only.

Next

Next engineering dependencies

  • Design partner facility with real records for object model validation.
  • Export format samples from seed-to-sale, task, inventory, and environmental systems.
  • QA hold and packet section schema agreement with design partner compliance lead.
  • Signal Bridge hardware partner for read-only sensor ingestion prototype.
  • Decision Ledger UX validation with operator supervisors.
  • Core v0 to v1 migration: replace in-memory data with persistent database layer.
  • Authentication and authorization layer for design partner API access.

Repository signal

Current build state

Branch: main

Working tree: clean

Build: 39 static pages prerendered

Tests: 8 guard suites pass

Visual QA: 78 tests across 6 viewports pass

Smoke routes: 32 routes return HTTP 200

Core v0: 18 typed entities, 5 API demo routes, deterministic in-memory data

Design partner

Contribute to the build log.

If you are a licensed operator with real operating complexity, request a Facility Loop Review to shape the next engineering dependencies.

AcreFrame does not provide legal advice or regulatory advice. AcreFrame does not provide pesticide guidance, cultivation treatment instructions, irrigation or watering prescriptions, or nutrient dosing prescriptions. No pesticide. No cultivation treatment prescriptions. AcreFrame does not autonomously control HVAC, irrigation, lighting, water systems, dosing, QA release, remediation, harvest, packaging, shipment, or compliance decisions. No autonomous control. Qualified human review required. AcreFrame does not provide compliance certification. No compliance certification. AcreFrame does not guarantee compliance, yield, potency, margin, savings, audit outcomes, or risk elimination. Licensed operators only where lawful.