docs: reorganize tree, restore architecture + research from archive, add Phase 0 reports
Active docs/ was stub scaffolding while the real docs sat in docs/_archive/. Restore and correct them, and record the Phase 0 work. - docs/architecture/current.md: verified system map (from archived SYSTEM_OVERVIEW, 9 corrections against code). - docs/research/competitors.md: sourced competitor analysis (from archived PRODUCT_RESEARCH, feature matrix corrected). - docs/decisions/ADR-002-job-application-model.md: the Job/JobApplication split. - docs/application-discovery-report.md, docs/implementation-roadmap.md, docs/phase-0-foundation-report.md, docs/career-workspace-branch-assessment.md. - Remove 10 zero-byte placeholder files that advertised content that never existed. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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# AI Architecture
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## Purpose
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Centralise AI functionality.
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---
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# AI Service Layer
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Applications should not directly call AI providers.
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Instead:
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Feature
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↓
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AI Service
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↓
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Provider
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↓
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Model
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---
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# Providers
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Support:
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- OpenAI.
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- Gemini.
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- Claude.
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- Groq.
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- Ollama.
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---
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# Requirements
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Support:
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- Switching providers.
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- Usage tracking.
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- Error handling.
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- Cost control.
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---
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# Rules
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AI output requires validation.
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