Performance Review

Algorithm Complexity

• Identify O(n^2) or worse algorithms
• Look for unnecessary iterations
• Check for opportunities to use better data structures

Database/API Patterns

• N+1 query detection
• Missing indexes (check query patterns)
• Unbounded queries (missing LIMIT)
• Connection pool exhaustion risks

Memory & Resources

• Memory leaks (unclosed resources)
• Unbounded caches or buffers
• Large object allocations in loops

Concurrency

• Lock contention hotspots
• Blocking operations in async contexts
• Thread pool exhaustion

Blocking Operations (CRITICAL for Node.js)

• execSync/spawnSync - These BLOCK the event loop and cause UI freezes
• Search for: execSync, spawnSync, readFileSync in hot paths
• ALWAYS flag as HIGH IMPACT - causes perceived hangs and latency spikes

Fix pattern to recommend:

// Replace execSync with async version
import { exec } from 'child_process';
import { promisify } from 'util';
const execAsync = promisify(exec);
const { stdout } = await execAsync('command here');

Common offenders in this codebase:

• tmux capture-pane / tmux send-keys / tmux has-session
• git branch / git status / git log

Output Format

For each finding:

• Impact: High/Medium/Low
• Scale factor: "At 10x load, this will..."
• Location: file:line
• Suggested optimization