- Add heartbeat-based lock renewal in scheduler_lock_heartbeat.py - Update scheduler_lock.py with improved lock management - Add comprehensive tests for scheduler lock functionality - Update deployment and task documentation Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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[IMPORTANT] Scheduler lock race condition
Where found
backend/app/utils/scheduler_lock.py:56-58— heartbeat interval 10 seconds
Why this is needed
Current design: Process A acquires lock, heartbeat misses, lock expires, Process B acquires lock, both running simultaneously → duplicate work, data corruption.
Goal
Implement robust distributed locking that prevents concurrent execution.
What to do
Option A (Strengthen heartbeat):
- Reduce interval to 5s (half of timeout)
- Use database advisory locks
- Monitor heartbeat failures
Option B (Migrate to Redis):
- Use
redlock-pyoraioredis - Simpler, more reliable than database-backed
Current code improvements:
- Log when heartbeat fails
- Add metric for lock contention
- Test multi-process scenario
Possible traps and issues
- Database locks don't scale under high contention
- Redis adds new dependency
- Clock skew breaks timestamp-based expiry
Docs changes needed
- Update
Docs/Deployment.md§ Scheduler Lock - Add troubleshooting: "Blocklist import runs twice"
Doc references
Docs/Deployment.md(scheduler)backend/app/utils/scheduler_lock.py(lock implementation)
[IMPORTANT] API pagination doesn't return metadata
Where found
backend/app/routers/history.py— returns bare list, no pagination metadata- All paginated routers have same issue
Why this is needed
Frontend receives bare list, cannot determine: total results, whether more pages exist, last page number. Must guess or re-query.
Goal
Return pagination metadata with every paginated response.
What to do
-
Create response wrapper:
class PaginatedResponse(BaseModel): data: list[Item] pagination: PaginationMetadata -
Update all paginated routers to return this wrapper
-
Update frontend to use metadata for UI
Possible traps and issues
SELECT COUNT(*)is slow on large tables- Response shape change — old frontend may not handle
Docs changes needed
- Update API documentation § Pagination
Doc references
backend/app/utils/pagination.py
[IMPORTANT] Error response schema inconsistent
Where found
- Different handlers return different response shapes
- Fail2Ban errors:
{ "error_code": "...", "detail": "..." } - Validation errors:
{ "detail": [...] } - Not found errors:
{ "detail": "...", "error_code": "..." }
Why this is needed
Frontend must normalize multiple shapes, making error handling fragile and error-prone.
Goal
Unify all error responses to single schema.
What to do
-
Define canonical error response:
class ErrorResponse(BaseModel): error_code: str message: str status: int details: dict | None = None -
Update all handlers to return this format
-
Update frontend to expect unified schema
Possible traps and issues
- Backward compatibility with old clients
- FastAPI's built-in handlers may override custom
- Rich detail structures need accommodation
Docs changes needed
- Update API documentation with unified error schema
- Add error code reference table
Doc references
Docs/API.md(error codes)backend/app/main.py(exception handlers)
[IMPORTANT] Provider ordering fragility (Frontend)
Where found
frontend/src/App.tsx— 10-level deep provider nestingfrontend/src/providers/PROVIDER_ORDER.md— documents order, no compile-time enforcement
Why this is needed
Provider order (ThemeProvider → AppContents → FluentProvider → ...) enforced only at runtime. Accidental reorder caught only after deploy.
Goal
Add compile-time validation of provider ordering.
What to do
- Create provider composition utility enforcing order
- Use TypeScript discriminated unions
- Add ESLint rule to check provider wrapping
Possible traps and issues
- TypeScript doesn't easily enforce ordering
- May be overkill — improve runtime error messages instead
Docs changes needed
- Update
Docs/Architekture.md§ 3.2 (Providers)
Doc references
Docs/Architekture.md§ 3.2 (Providers)frontend/src/providers/PROVIDER_ORDER.md
[IMPORTANT] Promise cancellation not checked in .then()/.catch() chains
Where found
frontend/src/components/blocklist/BlocklistSourcesSection.tsx:84-88frontend/src/components/blocklist/BlocklistScheduleSection.tsx:49-58- Multiple components use this pattern
Why this is needed
When user navigates away, .then() chains don't check if cancelled. State updated on unmounted component → React warnings, memory leak, notification shows wrong context.
Goal
Check for cancellation in all .then()/.catch() chains.
What to do
- Replace
.then()/.catch()withasync/awaitand cancellation check - Or use wrapper hook to hide logic
Possible traps and issues
- Checking
signal.abortedafterawaitintroduces race conditions - Better: let AbortError propagate, catch it in catch block
Docs changes needed
- Update
Docs/Web-Development.md§ Async Patterns
Doc references
Docs/Web-Development.md(async patterns)
[MEDIUM] Inefficient database pagination uses OFFSET
Where found
backend/app/utils/pagination.py— usesOFFSET (page-1) * page_size
Why this is needed
OFFSET scans and discards N rows to fetch N+limit. Last page on 10M row table: 15 seconds ⚠️
Goal
Implement keyset pagination (cursor-based) for large result sets.
What to do
- Short-term: Add database indexes on sort columns
- Long-term: Implement cursor-based pagination using WHERE instead of OFFSET
- Frontend sends cursor (last row ID) instead of page number
Possible traps and issues
- Cursor must be deterministic
- API contract changes
- Cursor format must be opaque to client
Docs changes needed
- Update
Docs/Backend-Development.md§ Database Performance
Doc references
Docs/Backend-Development.md(database performance)
[MEDIUM] Session secret rotation not implemented
Where found
backend/app/config.py— singlesession_secretwith no rotation support
Why this is needed
If secret leaks, all sessions compromised. No way to invalidate old sessions.
Goal
Support gradual secret rotation without forcing logout.
What to do
- Store multiple secrets: current and previous
- Accept tokens signed with either key
- Re-sign tokens with current secret on validation
Possible traps and issues
- Rotation strategy must be documented
- Metrics needed to track secret usage
Docs changes needed
- Update
Docs/Backend-Development.md§ Session Management
Doc references
Docs/Backend-Development.md
[MEDIUM] No CORS configuration
Where found
backend/app/main.py— no CORS middleware added
Why this is needed
If frontend on different origin, cross-origin requests blocked without CORS configuration.
Goal
Add CORS middleware with proper origin whitelisting.
What to do
- Add CORS middleware with specific origin whitelist
- Make configurable via environment variable
- Default to localhost for development
Possible traps and issues
allow_origins=["*"]defeats CORS security- Credentials require specific origins, not wildcard
- Missing config silently fails in browser
Docs changes needed
- Update
Docs/Deployment.md§ CORS Configuration
Doc references
Docs/Deployment.md
[MEDIUM] Input validation missing for regex patterns (ReDoS)
Where found
backend/app/routers/config.py— regex validation accepts arbitrary patterns without timeout
Why this is needed
Malicious regex causes catastrophic backtracking (ReDoS). Attacker sends pattern → compilation hangs → DoS.
Goal
Add timeout and complexity limits to regex validation.
What to do
- Add timeout to regex compilation (2 seconds recommended)
- Add length limit (reject patterns > 1000 characters)
- Use
signal.alarm()(Unix) or timeout library
Possible traps and issues
signal.alarm()Unix-only- Some valid complex regexes may timeout
- Frontend should also validate (defense in depth)
Docs changes needed
- Update API docs to document regex validation limits
Doc references
backend/app/routers/config.py
[MEDIUM] No structured logging to external system
Where found
- Logs only go to stdout/file, no external aggregation
Why this is needed
Can't search across instances, historical logs lost on instance recycle.
Goal
Ship logs to centralized logging platform.
What to do
- Short-term: Ensure
structlogJSON output is valid (already done) - Long-term: Ship to logging platform (ELK, Datadog, Papertrail)
Possible traps and issues
- External logging adds latency
- Sensitive data must not be logged
- Log volume can be massive
Docs changes needed
- Add
Docs/Observability.mdsection on logging
Doc references
Docs/Observability.md(new)
[MEDIUM] No Application Performance Monitoring (APM)
Where found
- Backend: no metrics collection, latency tracking
- Frontend: no error tracking, performance metrics
- No observability into request performance
Why this is needed
Without metrics, blind in production: API slow? Unknown. Which endpoints fail most? Unknown.
Goal
Add comprehensive metrics collection and monitoring.
What to do
-
Backend metrics:
- Add Prometheus metrics: request count, latency, active requests
- Expose
/metricsendpoint
-
Frontend metrics:
- Page load time, FCP, LCP using
web-vitals - API error rates and latencies
- Page load time, FCP, LCP using
-
Aggregation:
- Prometheus + Grafana, or Datadog/NewRelic
Possible traps and issues
- Metrics collection has performance cost
- Cardinality explosion with tags
- PII in metrics
Docs changes needed
- Add
Docs/Observability.md
Doc references
Docs/Observability.md(new)
[LOW] Frontend charts not memoized
Where found
frontend/src/components/TopCountriesPieChart.tsxfrontend/src/components/TopCountriesBarChart.tsx
Why this is needed
Charts re-render on every parent update, Recharts reprocesses 5000+ points.
Goal
Memoize chart components.
What to do
- Wrap with
React.memowith custom comparison - Ensure data objects are stable
Possible traps and issues
- Shallow comparison might not be enough
- Memoization has memory cost
Docs changes needed
- No documentation changes
Doc references
frontend/src/components/TopCountriesChart.tsx
[LOW] No request deduplication on frontend
Where found
frontend/src/hooks/useFetchData.ts— each call launches new request- User clicks "Refresh" twice → two identical requests
Why this is needed
Duplicates waste bandwidth, cause race conditions (response 2 arrives first, then response 1 overwrites with stale data).
Goal
Deduplicate identical in-flight requests.
What to do
- Implement request cache
- Clear cache entry when response received
- Use in
useFetchData
Possible traps and issues
- Cache must be cleared on data mutation
- Stale data in cache possible if not careful
Docs changes needed
- No documentation changes
Doc references
frontend/src/hooks/useFetchData.ts