Plan user service integration
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@@ -66,7 +66,8 @@ Coordinator reducer -> final artifact -> download/status API
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- cloud object storage, Kubernetes, autoscaling, and multi-region operation;
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- arbitrary shell commands sent by coordinator to workers;
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- user accounts, multi-tenancy, billing, or sophisticated authorization;
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- user accounts, multi-tenancy, billing, or sophisticated authorization
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(planned after the first release in CTX-15);
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- GPU scheduling and multiprocessing inside a worker;
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- Docker as a required runtime dependency;
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- video/CV processing implementation;
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@@ -861,6 +862,28 @@ and fallback.
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- CPU-only CI verifies backend selection and contract behavior, with GPU
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integration tests documented for compatible runners.
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### CTX-15 — User Service and access control
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**Goal:** Introduce a dedicated User Service for user identity and access
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control, without coupling workers to user credentials or moving scientific
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workload logic into the service.
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**Depends on:** CTX-12.
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**Acceptance criteria:**
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- the service has a versioned, documented API and owns user identity data;
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- credentials and authentication tokens are stored and handled securely; they
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are never logged or exposed to workers;
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- authenticated identity is propagated to coordinator requests through an
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explicit, validated boundary;
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- authorization restricts access to jobs and artifacts to the intended user or
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project;
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- unauthenticated, expired-token, and cross-user access attempts have
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automated failure tests;
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- the existing single-operator demo remains usable through a documented local
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development configuration.
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---
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## 10. Suggested assignment bundles
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@@ -992,11 +1015,12 @@ Do not start these before CTX-12 is accepted.
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- Add worker labels and capacity-aware scheduling.
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- Implement CTX-13 for bounded in-worker CPU parallelism.
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- Implement CTX-14 for optional GPU-accelerated workload execution.
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- Implement CTX-15 for the User Service and authenticated user/project access.
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- Add cancellation propagation to workers.
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- Add image outputs and final PDF reporting to job artifacts.
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- Add CV/video workloads using the same planner/runner/reducer contract.
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- Add observability export (Prometheus/OpenTelemetry).
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- Add per-user/project authorization and signed artifact URLs.
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- Add signed artifact URLs.
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- Add shard caching and content-addressed input deduplication.
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- Add job priority and fair scheduling.
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- Add a CLI for submitting and monitoring remote jobs.
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@@ -1,7 +1,7 @@
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# SciMesh Status
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**Updated:** 2026-07-24
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**Branch baseline:** `main` at `6e67daa` (distributed similarity-search)
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**Updated:** 2026-07-27
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**Branch baseline:** `main` at `f5ead0a` (team and scaling-roadmap documentation)
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## Current state
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@@ -23,6 +23,9 @@ are reduced once into a checksum-protected final CSV, which is downloadable
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through the coordinator. The full Go checks (including a fresh migration and
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real PostgreSQL smoke test) passed on 2026-07-24.
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A User Service is being developed on a separate programmer branch. It is not
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yet merged, reviewed, or integrated with the coordinator/worker contract.
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## Milestone tracker
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| CTX | Status | Notes |
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@@ -40,6 +43,7 @@ real PostgreSQL smoke test) passed on 2026-07-24.
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| CTX-10 Distributed similarity-graph | Not started | Local reference exists. |
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| CTX-11 Dashboard/operator view | Implemented | Protected live control room: recent-run/worker overview, real pipeline-stage visualization, shard attempts and safe failures, validated similarity-search upload, coordinator artifacts, final-result download, and bounded polling. |
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| CTX-12 Reliability, security, CI | In progress | Unit, race, PostgreSQL integration, and smoke checks exist; CI hardening remains. |
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| CTX-15 User Service and access control | In progress (separate branch) | Proposed implementation is under development; API, security review, tests, and integration are pending. |
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## Next recommended assignment
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