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feat: advance phase 5 AI workflow

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cesnimda
2026-07-30 22:27:10 +02:00
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docs/implementation-roadmap.md
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@@ -152,11 +152,11 @@ Goal: polish. This is the healthiest area — grounding in the structured profil
| # | Task | Priority | Difficulty | Dependencies | Expected value |
|---|---|---|---|---|---|
| 5.1 | **Fix `docs/00-ai-context.md` to match the code.** **Decided 2026-07-17: do NOT build the abstraction.** | **P1** | **S** | none | The doc describes a provider interface over OpenAI/Gemini/Claude/Ollama with admin control and per-user choice. Reality: one `AI_PROVIDER` env var over Ollama/Gemini/Groq. Multi-provider cloud AI also undermines the privacy moat (see `docs/research/competitors.md` §4). Revisit only if a customer asks. `docs/architecture/current.md` §9 already records the truth. |
| 5.1 | ✅ **DONE (2026-07-30)** — fixed `docs/00-ai-context.md` to match the code. **Decided 2026-07-17: do NOT build the abstraction.** | **P1** | **S** | none | The doc describes a provider interface over OpenAI/Gemini/Claude/Ollama with admin control and per-user choice. Reality: one `AI_PROVIDER` env var over Ollama/Gemini/Groq. Multi-provider cloud AI also undermines the privacy moat (see `docs/research/competitors.md` §4). Revisit only if a customer asks. `docs/architecture/current.md` §9 already records the truth. |
| 5.2 | **AI usage metering** | **P1** | **M** | 1.5 | No quota, no tracking, no ceiling. Hard blocker for Phase 7; a cost risk today with `AI_PROVIDER=gemini`. |
| 5.3 | **Surface CV generation inside the add-job wizard** | **P2** | **S** | 1.4 | The target workflow says "Generate CV if needed" at step 3. `POST /generate-tailored-cv-draft` exists but only post-save. |
| 5.4 | **Keyword-gap analysis on match score** | **P2** | **M** | none | `JobCvMatchService` + `/match-score` exist. Gap analysis is the specific thing people pay Jobscan $49.95/mo for. |
| 5.5 | **Write ADR-004 (AI provider system)** | **P2** | **S** | 5.1 | 0-byte file naming a real decision. |
| 5.3 | ✅ **DONE (2026-07-30)** — surfaced optional CV generation inside the add-job wizard | **P2** | **S** | 1.4 | The target workflow says "Generate CV if needed" at step 3. `POST /generate-tailored-cv-draft` exists but only post-save. |
| 5.4 | ✅ **DONE** — keyword-gap analysis on match score | **P2** | **M** | none | `JobCvMatchService` + `/match-score` exist. Gap analysis is the specific thing people pay Jobscan $49.95/mo for. |
| 5.5 | ✅ **DONE (2026-07-30)** — wrote ADR-004 (AI provider system) | **P2** | **S** | 5.1 | 0-byte file naming a real decision. |
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