⚡ Search Atlas Resolution Playbook (Action Layer)

Camilo Aponte

Camilo Aponte

Last updated on Sep 30, 2026

This guide tells you exactly:

  • What to do
  • How to fix it
  • How to prevent it

This is your execution layer.

⚡ QUICK FIX MATRIX

🧠 If AI is not working

🔴 Likely Cause

Gemini quota exceeded (429)

✅ Action

  • Retry later
  • Use fallback model
  • Reduce request volume

📊 If data is missing

🔴 Likely Cause

External service failure (SEMRush, ClickHouse)

✅ Action

  • Refresh data
  • Wait for recovery
  • Check service health

🔄 If tasks are stuck

🔴 Likely Cause

Celery / queue issue

✅ Action

  • Re-trigger process
  • Re-run crawl
  • Restart workflow

🕷️ If crawl is stuck

🔴 Likely Cause

Timeout on large site

✅ Action

  • Reset crawl
  • Re-run
  • Break into smaller batches

⚠️ If dashboard not loading

🔴 Likely Cause

Database or Redis issue

✅ Action

  • Refresh
  • Retry after 30–60 seconds
  • Check system status

🖥️ If UI is broken

🔴 Likely Cause

Frontend rendering issue

✅ Action

  • Hard refresh
  • Clear cache
  • Reload session

🧩 ADVANCED RESOLUTION PATTERNS

🔧 Pattern 1 — Retry with Backoff

Used when:

  • API calls fail
  • External services unstable

👉 Always retry before escalating

🔄 Pattern 2 — Fallback Systems

Used when:

  • AI model unavailable
  • Data provider fails

👉 Switch provider instead of blocking

🧠 Pattern 3 — Graceful Degradation

Used when:

  • Partial data available

👉 Show partial results instead of failing

⚙️ Pattern 4 — Queue Recovery

Used when:

  • Jobs stuck

👉 Re-trigger instead of waiting

💣 Pattern 5 — Scale Adjustment

Used when:

  • Memory / limits hit

👉 Reduce load or increase capacity

🛡️ PREVENTION LAYER

🚨 Add Monitoring For:

  • DB connections > 80%
  • Queue depth spikes
  • API rate limits
  • AI quota usage

🔄 Always Implement:

  • Retry logic
  • Circuit breakers
  • Async processing
  • Idempotent actions

🧠 Design Principle

👉 Systems should fail gracefully, not completely

🎯 FINAL TAKEAWAY

There are only 3 real failure modes:

  1. System overloaded
  2. Dependency unavailable
  3. Process stuck

💡 Operational Insight

If you fix:

  • Retries
  • Queues
  • Fallbacks

👉 You eliminate 80% of production issues