Running extraction on 10 sample turns

--- turn_001 (user) ---
  Text: I decided to use PostgreSQL for the backend database because of its JSON support and we've been usin...
  Extracted 5 beliefs:
    [factual] to use PostgreSQL for the backend database because of its JSON support and we've (conf=1.00)
    [preference] MySQL -- I had terrible experiences with it at my last company (conf=0.30)
    [relational] decided to PostgreSQL for the backend database because of its JSON supp (conf=1.00)
    [relational] t MySQL -- I had terrible experiences with it at my last compa (conf=0.30)
    [causal] use PostgreSQL for the backend database of its JSON support and we've been using it for years. Also (conf=0.30)

--- turn_002 (assistant) ---
  Text: The deployment failed because the Docker image was built for arm64 but the server runs x86_64. To fi...
  Extracted 5 beliefs:
    [factual] Docker image built for arm64 but the server (conf=1.00)
    [causal] The deployment failed the Docker image was built for arm64 but the server runs x86 (conf=0.70)
    [procedural] fix this rebuild with --platform linux/amd64, then push to the registry, and finally rede (conf=0.87)
    [procedural] rebuild with --platform linux/amd64, then push to the registry, and finally rede (conf=0.87)
    [factual] The deployment failed because the Docker image was built for arm64 but the server runs x86_64 (conf=0.50)

--- turn_003 (user) ---
  Text: We're going with React for the frontend. The team prefers TypeScript over JavaScript. Make sure all ...
  Extracted 4 beliefs:
    [relational] new components functional style, not class components (conf=0.30)
    [procedural] all new components use functional style, not class components (conf=1.00)
    [factual] We're going with React for the frontend (conf=1.00)
    [preference] The team prefers TypeScript over JavaScript (conf=1.00)

--- turn_004 (user) ---
  Text: John works at Anthropic on the API team. He manages the rate limiting service. The current rate limi...
  Extracted 4 beliefs:
    [factual] rate limit 1000 requests per minute for the (conf=1.00)
    [factual] John Anthropic on the API team. He manages the rate limiting serv (conf=1.00)
    [factual] John works at Anthropic on the API team (conf=1.00)
    [factual] The current rate limit is 1000 requests per minute for the pro tier (conf=1.00)

--- turn_005 (assistant) ---
  Text: The test suite crashed with a segfault in the native module. This is likely caused by a memory corru...
  Extracted 4 beliefs:
    [factual] This likely caused by a memory corruption (conf=0.70)
    [procedural] The test suite (conf=1.00)
    [causal] ult in the native module. This is likely a memory corruption bug in the FFI bindings. I'd recommend s (conf=0.53)
    [procedural] I'd recommend switching to the pure Python implementation until we can debug the native code (conf=1.00)

--- turn_006 (user) ---
  Text: Let's settle this -- we're using uv for package management, not pip or poetry. It's faster and I pre...
  Extracted 3 beliefs:
    [preference] the lockfile format. Also we always pin exact versions in production (conf=0.87)
    [factual] Let's settle this -- we're using uv for package management, not pip or poetry (conf=1.00)
    [preference] It's faster and I prefer the lockfile format (conf=1.00)

--- turn_007 (user) ---
  Text: Can you check on the PR? I think Sarah submitted it yesterday. The build pipeline uses GitHub Action...
  Extracted 4 beliefs:
    [relational] build pipeline GitHub Actions and deploys to AWS ECS. Oh and remember that (conf=0.70)
    [relational] staging a different database than production (conf=1.00)
    [factual] The build pipeline uses GitHub Actions and deploys to AWS ECS (conf=0.50)
    [factual] Oh and remember that staging uses a different database than production (conf=1.00)

--- turn_008 (assistant) ---
  Text: I noticed the API response times have degraded since we added the caching layer. The p95 went from 1...
  Extracted 3 beliefs:
    [factual] because Redis running on the same instance as (conf=0.70)
    [causal] went from 120ms to 450ms. This might be Redis is running on the same instance as the application ser (conf=0.70)
    [factual] This might be because Redis is running on the same instance as the application server (conf=0.50)

--- turn_009 (user) ---
  Text: For the new feature, I want the agent to remember conversations across sessions. The memory should p...
  Extracted 5 beliefs:
    [preference] the agent to remember conversations across sessions. The memory should persist e (conf=0.70)
    [factual] Performance important (conf=1.00)
    [preference] For the new feature, I want the agent to remember conversations across sessions (conf=1.00)
    [factual] The memory should persist even if the CLI crashes (conf=0.50)
    [factual] Performance is important -- retrieval should take less than 500ms (conf=1.00)

--- turn_010 (user) ---
  Text: Good morning. What were we working on yesterday? I think we were debugging the authentication flow b...
  Extracted 3 beliefs:
    [factual] What we working on yesterday (conf=0.30)
    [factual] think we debugging the authentication flow but I (conf=0.70)
    [procedural] I think we were debugging the authentication flow but I'm not sure where we left off (conf=0.50)

SUMMARY: 40 beliefs from 10 turns (10 turns had extractions)
Average: 4.0 beliefs per turn
