diff --git a/app/main.py b/app/main.py
index c98d94a..999c865 100644
--- a/app/main.py
+++ b/app/main.py
@@ -374,31 +374,80 @@ app.mount("/static", StaticFiles(directory=Path(__file__).parent.parent / "stati
 
 
 @app.on_event("startup")
-async def cleanup_stuck_jobs():
-    """Ob startu containerja: označi vse 'processing' jobs kot prekinjene.
+async def resume_or_cleanup_jobs():
+    """Ob startu containerja: avto-resume processing jobs ali jih označi kot error.
     
-    Ko Coolify deployа nov container, prejšnji se ubije sredi obdelave,
-    JSON file pa ostane status='processing'. Tukaj preverimo in počistimo.
+    Ko Coolify deploya nov container, prejšnji se ubije sredi obdelave,
+    JSON file pa ostane status='processing'.
+    
+    Strategija:
+    - Če je analyze.json že narejen (analiza je končana) → resume z reframe+subs
+    - Če ni analyze.json → restart pipeline od začetka
+    - Po 3 napakah (resume_attempts >= 3) → mark error
     """
-    print("🔄 Preverjam stuck jobs...")
-    cleaned = 0
+    import asyncio
+    print("🔄 Preverjam in obnavljam jobs po restart-u...")
+    resumed_count = 0
+    error_count = 0
+
     for f in JOBS_DIR.glob("*.json"):
         try:
             j = json.loads(f.read_text())
-            if j.get("status") == "processing":
+            if j.get("status") != "processing":
+                continue
+
+            job_id = j.get("job_id") or f.stem
+            attempts = j.get("resume_attempts", 0)
+
+            # Po 3 neuspehih nehamo
+            if attempts >= 3:
                 j["status"] = "error"
-                j["current_step"] = "Prekinjeno (container restart) — naloži ponovno"
-                j["chorus_error"] = "Container restart during deploy. Napaka ni vaša — obnovite z gumbom Process."
-                j["interrupted_at"] = time.time()
+                j["current_step"] = "Preveč napak pri ponovnem zagonu"
+                j["chorus_error"] = f"Job restartal {attempts} krat — napaka v pipeline-u"
                 j["updated_at"] = time.time()
                 f.write_text(json.dumps(j, ensure_ascii=False, indent=2))
-                cleaned += 1
+                error_count += 1
+                continue
+
+            # Preveri ali input file še obstaja
+            input_path = UPLOAD_DIR / f"{job_id}.mp4"
+            if not input_path.exists():
+                j["status"] = "error"
+                j["current_step"] = "Vhodna datoteka ne obstaja"
+                j["chorus_error"] = f"Upload {job_id}.mp4 ne obstaja po restart-u"
+                j["updated_at"] = time.time()
+                f.write_text(json.dumps(j, ensure_ascii=False, indent=2))
+                error_count += 1
+                continue
+
+            # Resume: status=queued, +1 attempt, in pošlji v background
+            j["status"] = "queued"
+            j["resume_attempts"] = attempts + 1
+            j["current_step"] = f"Avto-resume po restart-u (poskus {attempts + 1}/3)"
+            j["last_resume_at"] = time.time()
+            j["updated_at"] = time.time()
+            f.write_text(json.dumps(j, ensure_ascii=False, indent=2))
+            resumed_count += 1
+            # Pošlji v background po startup-u (ne smemo blokirati startup)
+            asyncio.create_task(_resume_job_async(job_id))
+            print(f"   🔁 Resume {job_id} (attempt {attempts + 1}/3)")
         except Exception as e:
             print(f"   ⚠️ Napaka pri {f.name}: {e}")
-    if cleaned > 0:
-        print(f"   ✅ Označenih {cleaned} prekinjenih jobs")
-    else:
-        print("   👍 Ni stuck jobs")
+
+    print(f"   ✅ Resumed: {resumed_count}, Error: {error_count}")
+
+
+async def _resume_job_async(job_id):
+    """Pomožna funkcija ki zažene process_job v background-u."""
+    import asyncio
+    # Počakaj kratek čas da je startup končan
+    await asyncio.sleep(2)
+    try:
+        # process_job je sync funkcija, izvedi v thread executor
+        loop = asyncio.get_event_loop()
+        await loop.run_in_executor(None, process_job, job_id)
+    except Exception as e:
+        print(f"   ❌ Resume failed for {job_id}: {e}")
 
 
 @app.get("/", response_class=HTMLResponse)