======================================================================
LM Studio Integration Test - gpt-oss-120b + MCP (38 tools)
Started: 2026-02-18 02:32:59
Tests: 42 | Tools registered: 37
======================================================================

──────────────────────────────────────────────────────────────────────
TEST 01: Google Search [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Search Google for best budget GPU for LLM inference"

EXPECTED TOOL: google_search
EXPECTED ARGS CHECK: {'query': 'gpu'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_search
ARGUMENTS: {
  "query": "best budget GPU for LLM inference",
  "num_results": 5
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.7s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 02: Google News [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Find recent news about OpenAI"

EXPECTED TOOL: google_news
EXPECTED ARGS CHECK: {'query': 'openai'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_news
ARGUMENTS: {
  "query": "OpenAI",
  "num_results": 5
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.5s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 03: Google Scholar [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Find academic papers about attention mechanisms in transformers"

EXPECTED TOOL: google_scholar
EXPECTED ARGS CHECK: {'query': 'attention'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_scholar
ARGUMENTS: {
  "query": "attention mechanisms in transformers",
  "num_results": 5
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.7s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 04: Google Images [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Show me images of the Northern Lights"

EXPECTED TOOL: google_images
EXPECTED ARGS CHECK: {'query': 'northern'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_images
ARGUMENTS: {
  "query": "Northern Lights",
  "num_results": 5
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.6s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 05: Google Weather [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "What is the weather in Tokyo right now?"

EXPECTED TOOL: google_weather
EXPECTED ARGS CHECK: {'location': 'tokyo'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_weather
ARGUMENTS: {
  "location": "Tokyo"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.3s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 06: Google Finance [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "What is Apple stock price? Use google_finance to look it up."

EXPECTED TOOL: google_finance
EXPECTED ARGS CHECK: {'query': 'apple'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_finance
ARGUMENTS: {
  "query": "Apple"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.3s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 07: Google Translate [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Translate 'good morning' to German"

EXPECTED TOOL: google_translate
EXPECTED ARGS CHECK: {'text': 'good morning'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_translate
ARGUMENTS: {
  "text": "good morning",
  "to_language": "German"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.5s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 08: Google Shopping [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Find me the cheapest RTX 4090 for sale"

EXPECTED TOOL: google_shopping
EXPECTED ARGS CHECK: {'query': '4090'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_shopping
ARGUMENTS: {
  "query": "RTX 4090",
  "num_results": 5
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.6s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 09: Google Flights [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Search for flights from New York to London"

EXPECTED TOOL: google_flights
EXPECTED ARGS CHECK: {'origin': 'new york'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_flights
ARGUMENTS: {
  "origin": "New York",
  "destination": "London"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.4s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 10: Google Hotels [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Search for hotels in Paris"

EXPECTED TOOL: google_hotels
EXPECTED ARGS CHECK: {'query': 'paris'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_hotels
ARGUMENTS: {
  "query": "Paris",
  "num_results": 5
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.4s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 11: Google Maps [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Use google_maps to find pizza restaurants near Times Square in New York"

EXPECTED TOOL: google_maps
EXPECTED ARGS CHECK: {'query': 'pizza'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_maps
ARGUMENTS: {
  "query": "pizza restaurants near Times Square, New York",
  "num_results": 5
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.7s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 12: Google Maps Directions [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Get driving directions from Berlin to Munich using google_maps_directions"

EXPECTED TOOL: google_maps_directions
EXPECTED ARGS CHECK: {}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_maps_directions
ARGUMENTS: {
  "url": "https://www.google.com/maps/dir/Berlin/Munich"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.7s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 13: Google Trends [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Show me Google Trends for artificial intelligence"

EXPECTED TOOL: google_trends
EXPECTED ARGS CHECK: {'query': 'artificial intelligence'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_trends
ARGUMENTS: {
  "query": "artificial intelligence"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.4s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 14: Google Books [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Find books about machine learning"

EXPECTED TOOL: google_books
EXPECTED ARGS CHECK: {'query': 'machine learning'}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_books
ARGUMENTS: {
  "query": "machine learning",
  "num_results": 5
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.5s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 15: Visit Page [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Read this web page for me: https://example.com"

EXPECTED TOOL: visit_page
EXPECTED ARGS CHECK: {'url': 'example.com'}

LLM REASONING:
  I must call a tool

TOOL CALLED: visit_page
ARGUMENTS: {
  "url": "https://example.com"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.4s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 16: Google Lens [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Use Google Lens reverse image search on this image: /tmp/test.jpg"

EXPECTED TOOL: google_lens
EXPECTED ARGS CHECK: {}

LLM REASONING:
  I must call a tool

TOOL CALLED: google_lens
ARGUMENTS: {
  "url": "/tmp/test.jpg"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.4s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 17: OCR Image [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Extract text from this screenshot using OCR: /tmp/screenshot.png"

EXPECTED TOOL: ocr_image
EXPECTED ARGS CHECK: {'image_source': 'screenshot.png'}

LLM REASONING:
  I must call a tool

TOOL CALLED: ocr_image
ARGUMENTS: {
  "image_source": "/tmp/screenshot.png"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.5s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 18: Transcribe Video [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Transcribe this YouTube video: https://youtube.com/watch?v=abc123"

EXPECTED TOOL: transcribe_video
EXPECTED ARGS CHECK: {'url': 'youtube'}

LLM REASONING:
  I must call a tool

TOOL CALLED: transcribe_video
ARGUMENTS: {
  "url": "https://youtube.com/watch?v=abc123"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.6s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 19: Search Transcript [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Search the transcript of https://youtube.com/watch?v=abc123 for the word 'attention'"

EXPECTED TOOL: search_transcript
EXPECTED ARGS CHECK: {'query': 'attention'}

LLM REASONING:
  I must call a tool

TOOL CALLED: search_transcript
ARGUMENTS: {
  "url": "https://youtube.com/watch?v=abc123",
  "query": "attention"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.7s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 20: Extract Video Clip [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Extract a clip from https://youtube.com/watch?v=abc123 from 60 to 120 seconds"

EXPECTED TOOL: extract_video_clip
EXPECTED ARGS CHECK: {'url': 'youtube'}

LLM REASONING:
  I must call a tool

TOOL CALLED: extract_video_clip
ARGUMENTS: {
  "url": "https://youtube.com/watch?v=abc123",
  "start_seconds": 60,
  "end_seconds": 120
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.9s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 21: Subscribe (News) [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Subscribe to BBC News feed"

EXPECTED TOOL: subscribe
EXPECTED ARGS CHECK: {'source_type': 'news', 'identifier': 'bbc'}

LLM REASONING:
  I must call a tool

TOOL CALLED: subscribe
ARGUMENTS: {
  "source_type": "news",
  "identifier": "BBC"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.4s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 22: Subscribe (Reddit) [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Subscribe to the subreddit r/LocalLLaMA"

EXPECTED TOOL: subscribe
EXPECTED ARGS CHECK: {'source_type': 'reddit', 'identifier': 'localllama'}

LLM REASONING:
  I must call a tool

TOOL CALLED: subscribe
ARGUMENTS: {
  "source_type": "reddit",
  "identifier": "r/LocalLlama"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.5s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 23: Subscribe (HN) [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Subscribe to Hacker News top stories"

EXPECTED TOOL: subscribe
EXPECTED ARGS CHECK: {'source_type': 'hackernews'}

LLM REASONING:
  I must call a tool

TOOL CALLED: subscribe
ARGUMENTS: {
  "source_type": "hackernews",
  "identifier": "top"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.4s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 24: Subscribe (YouTube) [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Subscribe to the YouTube channel @3Blue1Brown"

EXPECTED TOOL: subscribe
EXPECTED ARGS CHECK: {'source_type': 'youtube', 'identifier': '3blue1brown'}

LLM REASONING:
  I must call a tool

TOOL CALLED: subscribe
ARGUMENTS: {
  "source_type": "youtube",
  "identifier": "@3Blue1Brown"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.5s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 25: Subscribe (GitHub) [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Watch the GitHub repo anthropics/claude-code for new releases"

EXPECTED TOOL: subscribe
EXPECTED ARGS CHECK: {'source_type': 'github', 'identifier': 'anthropics'}

LLM REASONING:
  I must call a tool

TOOL CALLED: subscribe
ARGUMENTS: {
  "source_type": "github",
  "identifier": "anthropics/claude-code"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.6s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 26: Subscribe (arXiv) [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Subscribe to the machine learning arXiv category"

EXPECTED TOOL: subscribe
EXPECTED ARGS CHECK: {'source_type': 'arxiv'}

LLM REASONING:
  I must call a tool

TOOL CALLED: subscribe
ARGUMENTS: {
  "source_type": "arxiv",
  "identifier": "cs.LG"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.6s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 27: Subscribe (Twitter) [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Follow @elonmusk on Twitter"

EXPECTED TOOL: subscribe
EXPECTED ARGS CHECK: {'source_type': 'twitter', 'identifier': 'elon'}

LLM REASONING:
  I must call a tool

TOOL CALLED: subscribe
ARGUMENTS: {
  "source_type": "twitter",
  "identifier": "@elonmusk"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.5s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 28: List Subscriptions [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Show me all my feed subscriptions"

EXPECTED TOOL: list_subscriptions
EXPECTED ARGS CHECK: {}

LLM REASONING:
  I must call a tool

TOOL CALLED: list_subscriptions
ARGUMENTS: {}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.1s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 29: Check Feeds [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Check all my feeds for new content"

EXPECTED TOOL: check_feeds
EXPECTED ARGS CHECK: {}

LLM REASONING:
  I must call a tool

TOOL CALLED: check_feeds
ARGUMENTS: {
  "source_type": null
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.3s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 30: Search Feeds [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Search my feeds for transformer architecture"

EXPECTED TOOL: search_feeds
EXPECTED ARGS CHECK: {'query': 'transformer'}

LLM REASONING:
  I must call a tool

TOOL CALLED: search_feeds
ARGUMENTS: {
  "query": "transformer architecture",
  "limit": 10
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.6s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 31: Get Feed Items [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Show me the latest items from my Reddit feeds"

EXPECTED TOOL: get_feed_items
EXPECTED ARGS CHECK: {'source_type': 'reddit'}

LLM REASONING:
  I must call a tool

TOOL CALLED: get_feed_items
ARGUMENTS: {
  "source_type": "reddit",
  "limit": 10
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.6s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 32: Unsubscribe [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Unsubscribe from BBC News"

EXPECTED TOOL: unsubscribe
EXPECTED ARGS CHECK: {'source_type': 'news'}

LLM REASONING:
  I must call a tool

TOOL CALLED: unsubscribe
ARGUMENTS: {
  "source_type": "news",
  "identifier": "BBC News"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.5s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 33: Transcribe Local [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Transcribe this local recording: ~/meeting.mp3"

EXPECTED TOOL: transcribe_local
EXPECTED ARGS CHECK: {'file_path': 'meeting'}

LLM REASONING:
  I must call a tool

TOOL CALLED: transcribe_local
ARGUMENTS: {
  "file_path": "~/meeting.mp3"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.5s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 34: Convert Media [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Convert video.mp4 to mp3 format"

EXPECTED TOOL: convert_media
EXPECTED ARGS CHECK: {'output_format': 'mp3'}

LLM REASONING:
  I must call a tool

TOOL CALLED: convert_media
ARGUMENTS: {
  "input_path": "video.mp4",
  "output_format": "mp3"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.7s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 35: Read Document [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Read this PDF document: ~/report.pdf"

EXPECTED TOOL: read_document
EXPECTED ARGS CHECK: {'file_path': 'report'}

LLM REASONING:
  I must call a tool

TOOL CALLED: read_document
ARGUMENTS: {
  "file_path": "~/report.pdf"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.4s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 36: Fetch Emails [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Check my email at user@gmail.com with password abc123"

EXPECTED TOOL: fetch_emails
EXPECTED ARGS CHECK: {'email': 'gmail'}

LLM REASONING:
  I must call a tool

TOOL CALLED: fetch_emails
ARGUMENTS: {
  "email": "user@gmail.com",
  "password": "abc123"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.6s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 37: Shorten URL [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Shorten this URL: https://www.example.com/very/long/path"

EXPECTED TOOL: shorten_url
EXPECTED ARGS CHECK: {'url': 'example.com'}

LLM REASONING:
  I must call a tool

TOOL CALLED: shorten_url
ARGUMENTS: {
  "url": "https://www.example.com/very/long/path"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.6s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 38: Wikipedia [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Look up quantum computing on Wikipedia"

EXPECTED TOOL: wikipedia
EXPECTED ARGS CHECK: {'query': 'quantum'}

LLM REASONING:
  I must call a tool

TOOL CALLED: wikipedia
ARGUMENTS: {
  "query": "Quantum computing"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.3s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 39: Paste Text [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Post this text to a pastebin: Hello World test paste"

EXPECTED TOOL: paste_text
EXPECTED ARGS CHECK: {'content': 'hello'}

LLM REASONING:
  I must call a tool

TOOL CALLED: paste_text
ARGUMENTS: {
  "content": "Hello World test paste",
  "title": ""
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.6s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 40: Generate QR [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Generate a QR code for https://mysite.com"

EXPECTED TOOL: generate_qr
EXPECTED ARGS CHECK: {'data': 'mysite'}

LLM REASONING:
  I must call a tool

TOOL CALLED: generate_qr
ARGUMENTS: {
  "data": "https://mysite.com"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.4s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 41: Archive Webpage [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Archive this webpage on the Wayback Machine: https://example.com"

EXPECTED TOOL: archive_webpage
EXPECTED ARGS CHECK: {'url': 'example.com'}

LLM REASONING:
  I must call a tool

TOOL CALLED: archive_webpage
ARGUMENTS: {
  "url": "https://example.com"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.4s
STATUS: PASS

──────────────────────────────────────────────────────────────────────
TEST 42: Upload to S3 [PASS]
──────────────────────────────────────────────────────────────────────
INPUT PROMPT:
  "Upload report.pdf to my S3 bucket called my-docs"

EXPECTED TOOL: upload_to_s3
EXPECTED ARGS CHECK: {'bucket': 'my-docs'}

LLM REASONING:
  I must call a tool

TOOL CALLED: upload_to_s3
ARGUMENTS: {
  "file_path": "report.pdf",
  "bucket": "my-docs"
}

TOOL CORRECT: True
ARGS CORRECT: True
LATENCY: 1.7s
STATUS: PASS

======================================================================
RESULTS: 42/42 passed, 0 failed, 0 errors
Total time: 63.8s | Avg latency: 1.5s/call
======================================================================
