Splash & Auth Flow
Audit, Debug & Fix macOS AI Apps
AVEOSOFT
3
Active Projects
↑ +1 this week
Dashboard Flow
Audit Complete
183 / 295 issues resolved
Issues Found by Layer
18
Critical Bugs Open
↑ -5 this week
10:30
AM
FastAPI Endpoint Deadlock
Fixed async lock issue in /api/inference route — async_engine.py:142
12:15
PM
SwiftUI Memory Leak Found
WebSocket delegate not released on view dismiss — ChatView.swift
2:00
PM
SQLite WAL Corruption
Concurrent write conflict under load — reproduced in db_service.py:203
4:45
PM
IPC Bridge Null Pointer
Swift XPC service crashes on cold start — IPCBridge.swift:88
6
Fixes Deployed Today
↑ +2 vs yesterday
FastAPI Backend
2 critical · 8 warnings
SwiftUI Frontend
7 critical · 31 warnings
SQLite Persistence
3 critical · 12 warnings
Weekly Fix Velocity
Bug Tracker Flow
18
Critical Issues Open
↑ -5 this sprint
P0
Inference API Deadlock
FastAPI · async_engine.py:142 · Deadlock on concurrent requests
P0
SwiftUI Crash on Launch
AppDelegate.swift:88 · XPC service nil dereference
P1
WebSocket Reconnect Loop
ws_manager.py:67 · Infinite retry on auth failure
P1
SQLite Write Corruption
db_service.py:203 · WAL checkpoint race condition
P1
Memory Spike on AI Response
model_runner.py:89 · Tensor not released post-inference
L:142
asyncio.Lock acquired
async_engine.py — lock not released on exception path
L:156
Deadlock entry point
Concurrent requests both waiting on same lock indefinitely
Fix Confidence
Root cause identified
Code Audit Flow
Backend Reviewed
42 / 54 files audited
Issues by File Category
HIGH
Unhandled async exceptions
routers/inference.py — missing try/except in async route handlers
HIGH
No rate limiting on stream
/api/stream endpoint open to flooding — no FastAPI middleware
MED
Hardcoded API keys
model_config.py:12 — credentials in source, not env vars
14
Security Issues Found
↓ Needs immediate fix
Frontend Reviewed
28 / 55 files audited
SwiftUI Issue Categories
HIGH
@MainActor violations
NetworkService.swift — UI state updates from background thread
HIGH
Retain cycle in closures
ChatViewModel.swift:67 — [weak self] missing in escaping closure
MED
XPC error handling absent
IPCBridge.swift — no fallback when XPC service crashes on start
7
Crash-Risk Issues
↓ 3 are P0 critical
Persistence Reviewed
17 / 20 files audited
HIGH
No transaction rollback
db_service.py:203 — writes non-atomic, partial state possible on crash
MED
Missing index on queries
conversation_store.py — full table scan on message history lookup
LOW
VACUUM not scheduled
Database grows unbounded — no periodic maintenance task
3
Data Loss Risks
↓ High priority
5.2x
Query Slowdown
↓ vs optimized baseline
Integration Debug Flow
ERROR
XPC Bootstrap Race
Swift XPC listener not ready before Python client connects on cold start
WARN
Message Queue Overflow
Async queue backs up when AI inference exceeds 5s response time
INFO
No Reconnect Logic
IPC socket drops silently — no retry strategy implemented
IPC Round-Trip Latency (ms)
WS Stability Score
12 known issues · 5 critical
WebSocket Events per Minute
P0
Disconnect Not Cleaned Up
ws_manager.py:67 — stale handlers accumulate on client drop
P1
No Heartbeat / Ping-Pong
Long idle connections drop silently without detection logic
23%
Message Drop Rate
↓ Spikes under load
Fix Progress Flow
Sprint Progress
8 of 12 fixes merged
DONE
Fixed: async lock deadlock
async_engine.py — proper exception handling with finally block added
DONE
Fixed: WebSocket cleanup
ws_manager.py — disconnect handler now releases all resources
WIP
In Progress: retain cycles
ChatViewModel.swift — [weak self] audit and patch underway
BLOCKED
Blocked: XPC redesign
Requires architectural decision on IPC protocol choice
Fixes Merged Per Day (14 Days)
71
Total Fixes Merged
↑ +8 this week
4.2
Avg Fixes Per Day
↑ +0.8 vs last sprint
Overall Resolution
183 of 247 issues closed
Audit Reports Flow
Issues by Priority Tier
TOP
Async exception handling
Highest impact fix area — 23 related bugs resolved in FastAPI layer
TOP
SwiftUI memory management
7 retain cycles patched — crash frequency reduced by 80%
80%
Crash Reduction
↑ Post-fix measurement
NOW
Redesign XPC error recovery
Implement reconnect + retry strategy for IPC bridge stability
NOW
Add API rate limiting
FastAPI middleware for /api/stream — throttle to 10 req/s per client
SOON
Atomic DB transactions
Wrap all multi-step writes in BEGIN/COMMIT with rollback hooks
SOON
Integration test suite
Contract tests covering Python-Swift IPC round-trips end-to-end
3
Escalation Blockers
↓ Needs stakeholder input
V1 Deliverables
Complete overview of confirmed features, deliverable items, and technical architecture for AuditAI Dev.