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ASG_Framework.md

@@ -13,7 +13,6 @@ This document defines the documentation framework for a software project. It est
 | **Specification** | The **technical contract** — precise rules for inputs, outputs, and data shape. Ensures consistency across dev and test. | Developers, QA Engineers, CI/CD pipelines | OpenAPI, Protobuf, AsyncAPI. Endpoint definitions, schemas, error codes. | `contract.yaml` defining a NATS subject that accepts Arrow streams with snake_case headers. | 100% of messages validated against spec (CI block rate). |
 | **UI Specification** | The **design contract** — precise rules for UI components, interactions, and visual patterns. Ensures consistency across design and implementation. | Product Designers, Frontend Developers, QA Engineers | Component libraries, style guides, interaction specs, design tokens. | Atomic design system with Figma tokens synced to CSS variables. | 100% of UI components match design spec (visual regression tests). |
 | **Walkthrough** | The **end-to-end trace** — maps the entire system flow from startup to cycle completion. Provides a "big picture" view that validates solution design before technical specification is locked. | Product Owners, Architects, Developers | End-to-end user journey, sequence diagrams, state machine diagrams. Explicitly links to specification.md and ui-specification.md. | "User logs in → selects wine → edits details → saves → backend validates against spec → UI updates with error states." | 100% of user journeys traced across all layers before implementation starts. |
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 | **Implementation** | The **real code** — business logic, helpers, tests, configs. Where design becomes executable. | Developers, Code Reviewers | Source code, README.md, unit tests, setup scripts. | Julia function for matrix calculation + SvelteKit component rendering table. | >80% unit test coverage, <5% drift from spec. |
 | **Validation** | The **enforcer** — ensures implementation matches the spec. Blocks drift and human error. | Automation servers, QA, Lead Developers | CI jobs, contract tests, linting, integration checks. | CI job rejects PR with camelCase field not allowed by YAML spec. | <1% of PRs bypass validation gates. |
 | **Runbook** | The **operational manual** — how the system lives in production, scales, and recovers. Guides on-call engineers. | DevOps, SREs, On-call Developers | K8s manifests, Helm charts, Markdown guides. Deployment, scaling, backup/restore, troubleshooting. | GitOps manifest ensuring 6 Julia replicas restart if memory >80%. | MTTR <15 minutes for P1 incidents. |