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reduce number of predictions

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This commit is contained in:
rishubm
2025-10-18 23:56:53 -05:00
parent 49b982ec97
commit de97719e52
18 changed files with 1083 additions and 22 deletions
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24
ai_intelligence_layer/test_buffer_usage.py
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@@ -45,23 +45,35 @@ def test_brainstorm_with_buffer():
method='POST'
)
print("Testing brainstorm with buffered telemetry...")
print("Testing FAST brainstorm with buffered telemetry...")
print("(Configured for 3 strategies - fast and diverse!)")
print("(No telemetry in request - should use webhook buffer)\n")
try:
with urlopen(req, timeout=120) as resp:
with urlopen(req, timeout=60) as resp:
response_body = resp.read().decode('utf-8')
result = json.loads(response_body)
# Save to file
output_file = '/tmp/brainstorm_strategies.json'
with open(output_file, 'w') as f:
json.dump(result, f, indent=2)
print("✓ Brainstorm succeeded!")
print(f" Generated {len(result.get('strategies', []))} strategies")
print(f" Saved to: {output_file}")
if result.get('strategies'):
print("\n First 3 strategies:")
for i, strategy in enumerate(result['strategies'][:3], 1):
print(f" {i}. {strategy.get('strategy_name')} ({strategy.get('stop_count')}-stop)")
print("\n Strategies:")
for i, strategy in enumerate(result['strategies'], 1):
print(f" {i}. {strategy.get('strategy_name')} ({strategy.get('stop_count')}-stop, {strategy.get('risk_level')} risk)")
print(f" Tires: {' → '.join(strategy.get('tire_sequence', []))}")
print(f" Pits at: laps {strategy.get('pit_laps', [])}")
print(f" {strategy.get('brief_description')}")
print()
print("\n✓ SUCCESS: AI layer is using webhook buffer!")
print("✓ SUCCESS: AI layer is using webhook buffer!")
print(f" Full JSON saved to {output_file}")
print(" Check the service logs - should see:")
print(" 'Using N telemetry records from webhook buffer'")
return True