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The application lacks a unified approach to error handling, resulting in inconsistent API responses, masked internal
server errors, and poor observability in production environments.
Tasks:
- Implement ...
critical
infrastructure
Automated Code Review Findings
1. [configs/model_zoo.json:4] [SECURITY] All model checksums use MD5, which is cryptographically broken and susceptible
to collision attacks. A malicious or corrupted ...
automated-review
The current implementation for handling user uploads lacks centralized validation, sanitization, and structured storage
patterns, exposing the system to potential arbitrary file execution and storage exhaustion. ...
critical
security
The React frontend currently manages complex, interrelated data using scattered Context APIs and prop drilling, leading
to severe performance bottlenecks and unnecessary re-renders.
Tasks:
- Introduce ...
critical
performance
Parent phase: #1345 · Follow-up to #1372 (which extracted the setup-r2 composite and applied it to 9 workflows).
PR #1372 deliberately left 7 R2 workflows on inline RCLONE_CONFIG_R2_* env, by design. ...
ci-automation
testing
If you draw a schematic in DIYLC and then export to a PNG, the components are drawn with a thinner line than 1 px. If
you use the default 1 px SHAPE menu line for the connections, the schematic looks quite ...
Description
Our deployment helm charts expect a standard health check probe at /healthz. We need to implement a lightweight
health-check endpoint that checks database connection and Redis cache state ...
devops
feature
The application currently uses stateless JWT tokens without a robust invalidation mechanism, making it impossible to
immediately revoke access for compromised accounts or handle concurrent session limits ...
critical
security
Description
Heap analysis of the ASGI web server shows a slow memory leak growing by ~15MB/hour. Profile traces point to the JWT
token parsing middleware holding references to expired sessions.
Impact ...
backend
memory-leak
performance

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