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Issue — Write docs/ARCHITECTURE.md— updated full pipeline diagram #115

@Devnil434

Description

@Devnil434

Description: Phase 4 completes the intelligence layer. Write a concise docs/ARCHITECTURE.md that describes the full pipeline now that all 4 phases are done — replacing the placeholder ASCII diagram in the README with a proper reference doc.

Sections:

  1. Pipeline overview (one-paragraph summary)
  2. Component table: service, tech, input schema, output schema
  3. Data flow diagram (ASCII or Mermaid)
  4. Key design decisions (why event-triggered VLM, why two-stage reasoning, why Redis ring buffer not PostgreSQL)
  5. What is NOT in scope (true intent understanding, legal compliance, etc.)

Acceptance criteria:

  • References actual file paths and function names from the codebase
  • Mermaid diagram renders in GitHub's Markdown preview
  • README.md updated to link to this doc
  • < 800 words — concise reference, not tutorial

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