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Summary
Add comprehensive deployment architecture documentation that outlines the how and steps required for deploying GoTAK in
the cloud environment.
Description
The file docs/DEPLOYMENT_ARCHITECTURE.md ...
documentation
The following managed files have drifted from the canonical source in f5xc-salesdemos/docs-control:
- .codespellrc
This issue was created automatically by the governance enforcement workflow.
Severity: high (routinely a 2–10× frame-time win on interior-heavy views) · Effort: S (~20 lines of Rust) Files:
crates/fractal-core/src/pipeline.rs:107-113 (dispatch), crates/fractal-core/src/escape_time.rs:48-61 ...
performance
priority: high
Describe the bug
server/services/mlService.ts contains two export async function runAssessmentInference declarations in the same module
(approximately lines 272 and 448).
The first declaration is an ...
⚙️ Current Behavior
The backend/tests/ directory contains a single file — test_rules.py — which unit-tests the outfit rules engine using
mock objects. There are no tests for any of the actual API endpoints: ...
⚙️ Current Behavior
The Interaction model in backend/app/models.py records user-product interactions (view, click, wishlist, cart, buy) but
has no created_at timestamp column:
class Interaction(Base): ...
Describe the bug
Five console.log( DEBUG: ... ) statements were left in the runAssessmentInference and runAssessmentInferenceBatch
functions inside server/services/mlService.ts (lines ~451–478). The input ...
gssoc:approved
level:intermediate
type:bug
The following managed files have drifted from the canonical source in f5xc-salesdemos/docs-control:
- CLAUDE.md
- .textlintrc
- .codespellrc
- .gitleaks.toml
- .claude/governance.json
- .claude/settings.json ...
🐞 Description
backend/app/api/recommendation.py uses interaction.dict() to unpack the Pydantic model before creating a database
record. The .dict() method was deprecated in Pydantic v2 and emits a PydanticDeprecatedSince20 ...
Severity: medium-high (low likelihood, total-loss failure mode; the user-facing half is a realistic production event) ·
Effort: S–M Files: web/src/worker/worker.ts:35-42, 56-60, web/src/worker/protocol.ts, ...
bug
priority: high
ux

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