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Steve McMillianclaude
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fix: Critical bugs in golf enrichment - contact aggregation, cost tracking, webhooks
Fixed 3 critical bugs causing 100% enrichment failure rate: Bug anthropics#1: Contact Aggregation Logic - Changed from REPLACE to MERGE strategy for fallback contacts - Agent 2.1 (LinkedIn) and 2.2 (Perplexity) now accumulate contacts - Lowered threshold from 2+ to 1+ contacts (proceed if ANY found) - Only raises exception if 0 contacts from all sources - Impact: Beach Buddy (1 contact) and Bear Lake (1 contact) now succeed Bug anthropics#2: Missing course_id in Failures - Added course_id to exception handler result dict - Enables webhook firing even on enrichment failures - Allows error tracking in ClickUp and database status updates - Impact: All courses now tracked, even partial failures Bug anthropics#3: Incorrect Cost Tracking - Fixed Agent 1 cost reading from wrong variable - Was: course_data.get("cost") (Agent 2's cost) - Now: url_result.get("cost") (Agent 1's cost) - Impact: Accurate budget tracking per agent Tested against production logs showing 3 failed courses. Expected: All should now complete with 1+ contacts. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <[email protected]>
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production/golf-enrichment/orchestrator.py

Lines changed: 43 additions & 23 deletions
Original file line numberDiff line numberDiff line change
@@ -293,15 +293,18 @@ async def enrich_course(
293293
result["agent_results"]["agent2"] = course_data
294294

295295
# ====================================================================
296-
# CONTACT FALLBACK CASCADE: Ensure we have 2+ contacts
296+
# CONTACT FALLBACK CASCADE: Accumulate contacts from multiple sources
297297
# ====================================================================
298298
contact_source = course_data["data"].get("source", "pga_directory") # Default source
299+
all_sources = ["pga_directory"] # Track all sources used
299300

300-
if staff and len(staff) >= 2:
301-
print(f" ✅ Agent 2 met threshold: {len(staff)} contacts found")
302-
course_data["data"]["contact_source"] = contact_source
301+
if len(staff) >= 1:
302+
print(f" ✅ Agent 2 found {len(staff)} contact(s) - checking for additional contacts...")
303303
else:
304-
print(f" ⚠️ Agent 2 below threshold: {len(staff)} contact(s), triggering fallbacks...")
304+
print(f" ⚠️ Agent 2 found 0 contacts - triggering fallbacks...")
305+
306+
# ALWAYS try fallbacks to maximize contact count (unless we already have 3+)
307+
if len(staff) < 3:
305308
fallback_attempts = []
306309

307310
# FALLBACK 1: LinkedIn Company Page
@@ -316,16 +319,20 @@ async def enrich_course(
316319
state_code
317320
)
318321

319-
if linkedin_staff and len(linkedin_staff) >= 2:
320-
print(f" ✅ Agent 2.1 SUCCESS: {len(linkedin_staff)} contacts from LinkedIn")
321-
staff = linkedin_staff
322+
if linkedin_staff and len(linkedin_staff) > 0:
323+
print(f" ✅ Agent 2.1 found {len(linkedin_staff)} contact(s) from LinkedIn")
324+
# MERGE contacts (avoid duplicates by name)
325+
existing_names = {c.get("name", "").lower() for c in staff}
326+
new_contacts = [c for c in linkedin_staff if c.get("name", "").lower() not in existing_names]
327+
staff.extend(new_contacts)
322328
course_data["data"]["staff"] = staff
323-
course_data["data"]["contact_source"] = "linkedin_company"
324-
course_data["data"]["fallback_sources_attempted"] = fallback_attempts
329+
all_sources.append("linkedin_company")
330+
print(f" 📊 Total contacts now: {len(staff)}")
325331
else:
326-
print(f" ⚠️ Agent 2.1 below threshold: {len(linkedin_staff)} contacts")
332+
print(f" ⚠️ Agent 2.1 found 0 contacts")
327333

328-
# FALLBACK 2: Perplexity AI Research
334+
# FALLBACK 2: Perplexity AI Research (try even if LinkedIn succeeded)
335+
if len(staff) < 3:
329336
print(" 🤖 [Fallback 2/2] Agent 2.2: Perplexity AI Research...")
330337
fallback_attempts.append("perplexity_research")
331338

@@ -340,21 +347,33 @@ async def enrich_course(
340347
state_code
341348
)
342349

343-
if perplexity_staff and len(perplexity_staff) >= 1:
344-
print(f" ✅ Agent 2.2 SUCCESS: {len(perplexity_staff)} contacts from Perplexity")
345-
staff = perplexity_staff
350+
if perplexity_staff and len(perplexity_staff) > 0:
351+
print(f" ✅ Agent 2.2 found {len(perplexity_staff)} contact(s) from Perplexity")
352+
# MERGE contacts (avoid duplicates by name)
353+
existing_names = {c.get("name", "").lower() for c in staff}
354+
new_contacts = [c for c in perplexity_staff if c.get("name", "").lower() not in existing_names]
355+
staff.extend(new_contacts)
346356
course_data["data"]["staff"] = staff
347-
course_data["data"]["contact_source"] = "perplexity_research"
348-
course_data["data"]["fallback_sources_attempted"] = fallback_attempts
357+
all_sources.append("perplexity_research")
358+
print(f" 📊 Total contacts now: {len(staff)}")
349359
else:
350-
# All sources exhausted
351-
print(" ❌ All sources exhausted (Agent 2, 2.1, 2.2) - NO CONTACTS FOUND")
352-
course_data["data"]["fallback_sources_attempted"] = fallback_attempts
353-
raise Exception("No contacts available from any source (PGA, LinkedIn, Perplexity)")
360+
print(f" ❌ Perplexity found no staff for {course_data['data'].get('course_name')}")
361+
362+
# Set primary contact source (prioritize based on most contacts)
363+
if len(staff) > 0:
364+
course_data["data"]["contact_source"] = all_sources[-1] if len(all_sources) > 1 else "pga_directory"
365+
course_data["data"]["fallback_sources_attempted"] = fallback_attempts
366+
course_data["data"]["all_sources"] = all_sources
367+
else:
368+
# All sources exhausted with 0 contacts
369+
print(" ❌ All sources exhausted (Agent 2, 2.1, 2.2) - NO CONTACTS FOUND")
370+
course_data["data"]["fallback_sources_attempted"] = fallback_attempts
371+
raise Exception("No contacts available from any source (PGA, LinkedIn, Perplexity)")
354372

355373
except ImportError as e:
356374
print(f" ⚠️ Fallback agents not available: {e}")
357-
raise Exception("Agent 2: No staff contacts found and fallbacks unavailable")
375+
if len(staff) == 0:
376+
raise Exception("Agent 2: No staff contacts found and fallbacks unavailable")
358377

359378
# At this point, we have staff from SOME source (Agent 2, 2.1, or 2.2)
360379
print(f" ▶️ Proceeding with {len(staff)} contacts from source: {course_data['data'].get('contact_source')}\n")
@@ -610,7 +629,7 @@ async def enrich_course(
610629
"total_duration_seconds": round(total_duration, 1),
611630
"contacts_enriched": len(enriched_contacts),
612631
"agent_costs": {
613-
"agent1": course_data.get("cost", 0),
632+
"agent1": url_result.get("cost", 0), # Fixed: was reading from wrong variable
614633
"agent2": course_data.get("cost", 0),
615634
"agent6": round(course_intel.get("cost", 0), 4),
616635
"agent7": water_data.get("cost", 0),
@@ -663,6 +682,7 @@ async def enrich_course(
663682
)
664683

665684
result["error"] = str(e)
685+
result["course_id"] = course_id # Include course_id so webhook can fire on failures
666686
result["summary"]["total_duration_seconds"] = round(total_duration, 1)
667687

668688
return result

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