Complete S07 daily-loop UAT closure

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2026-03-27 10:03:31 +01:00
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## Current State
A substantial brownfield app already exists. The repo has a React frontend, an ASP.NET Core API, and a local FastAPI AI service. Current capabilities already include job tracking, companies, attachments, correspondence, reminders, job import preview, Gmail connection/import, profile CV upload/parsing/rewrite flows, AI-assisted tailored CV and cover-letter generation, candidate-fit/focus-plan/interview-prep/readiness endpoints, and dashboard/system surfaces. M001 is now complete across S01-S06: the Gmail workspace is job-aware, backend ranking happens server-side, Gmail imports persist thread/from/to metadata, duplicate-safe single-message and thread imports are explicit, already-linked Gmail threads refresh back into the same job automatically via a bounded `ExternalThreadId` pull, the Tailored CV workspace persists reusable package material, follow-up drafting reuses imported correspondence plus saved package context, and `/jobs`, `/dashboard`, and `/reminders` now share one workflow-signal contract that routes into the same job workspace semantics. S05 finished the trust-loop polish by centralizing workflow trust/action metadata, surfacing linked-thread continuity state directly in the workspace, and adding an integrated regression that proves overview entry → package reuse → Gmail continuity → grounded follow-up drafting without crossing the manual-send boundary. S06 then stabilized the live localhost environment with a repeatable preflight gate, idempotent acceptance-data seeding through the real API, and a rerunnable acceptance-run artifact that re-proves `/jobs` → workspace → reminders/dashboard plus the manual-send boundary in the actual stack. The remaining M001 work is S07: turn this stabilized live run into final daily-loop UAT closure, while acknowledging that Gmail-connected continuity still needs a genuinely configured Gmail session in the target environment to be proven live.
A substantial brownfield app already exists. The repo has a React frontend, an ASP.NET Core API, and a local FastAPI AI service. Current capabilities already include job tracking, companies, attachments, correspondence, reminders, job import preview, Gmail connection/import, profile CV upload/parsing/rewrite flows, AI-assisted tailored CV and cover-letter generation, candidate-fit/focus-plan/interview-prep/readiness endpoints, and dashboard/system surfaces. M001 is now complete across S01-S07: the Gmail workspace is job-aware, backend ranking happens server-side, Gmail imports persist thread/from/to metadata, duplicate-safe single-message and thread imports are explicit, already-linked Gmail threads refresh back into the same job automatically via a bounded `ExternalThreadId` pull, the Tailored CV workspace persists reusable package material, follow-up drafting reuses imported correspondence plus saved package context, and `/jobs`, `/dashboard`, and `/reminders` now share one workflow-signal contract that routes into the same job workspace semantics. S05 finished the trust-loop polish by centralizing workflow trust/action metadata, surfacing linked-thread continuity state directly in the workspace, and adding an integrated regression that proves overview entry → package reuse → Gmail continuity → grounded follow-up drafting without crossing the manual-send boundary. S06 then stabilized the live localhost environment with a repeatable preflight gate, idempotent acceptance-data seeding through the real API, and a rerunnable acceptance-run artifact that re-proves `/jobs` → workspace → reminders/dashboard plus the manual-send boundary in the actual stack. S07 closes that loop with a dedicated daily-loop UAT artifact that traces one seeded job coherently across `/jobs`, the job workspace, `/reminders`, and `/dashboard`, while explicitly preserving the manual-send boundary and calling out that Gmail-connected continuity still requires a genuinely configured Gmail session to be proven live.
## Architecture / Key Patterns