Agent run #118

research_ladder success manual

claude-haiku-4-5 · started 2026-10-06T12:52:46 · finished 2026-10-06T12:53:31

Steps

Tool calls

Input tokens

25382

Output tokens

929

Cost

$0.0460

Input summary

CAT L1: 4 scans plus the internal fact pack

Final memo

Short report for Caterpillar, Inc. written from 4 scans and the fact pack; every section landed.

Reasoning trace — step-by-step, tool calls inline

Step 1 tool_use 5805 in / 116 out · 17.4s

Scan — Recent developments (30d): the month's items were the quarter and routine coverage; nothing in them moved the standing read.

→ perplexity_search 5.48s

Tool input

{
  "query": "Caterpillar, Inc. (CAT) recent developments (30d)",
  "topic": "recent"
}

Result

{
  "snippets": 5,
  "source_key": "pplx:24663:421698403957",
  "sources_kept": 3
}

Step 2 tool_use 5455 in / 244 out · 12.4s

Scan — Competition & industry: the peer set is small and scaled; the differentiator is the installed base and the service revenue attached to it.

→ perplexity_search 0.80s

Tool input

{
  "query": "Caterpillar, Inc. (CAT) competition \u0026 industry",
  "topic": "competition"
}

Result

{
  "snippets": 7,
  "source_key": "pplx:24663:866052806932",
  "sources_kept": 6
}

Step 3 tool_use 8225 in / 538 out · 21.1s

Scan — Guidance & consensus: the consensus sits a little above the company's own framework; the gap is the growth the market is paying for.

→ perplexity_search 4.41s

Tool input

{
  "query": "Caterpillar, Inc. (CAT) guidance \u0026 consensus",
  "topic": "guidance"
}

Result

{
  "snippets": 5,
  "source_key": "pplx:24663:037081117576",
  "sources_kept": 3
}

Step 4 tool_use 9989 in / 302 out · 24.5s

Scan — Events & catalysts: the next scheduled item is the quarterly report; the rest of the calendar is industry events.

→ perplexity_search 9.45s

Tool input

{
  "query": "Caterpillar, Inc. (CAT) events \u0026 catalysts",
  "topic": "catalysts"
}

Result

{
  "snippets": 5,
  "source_key": "pplx:24663:391066766631",
  "sources_kept": 3
}

Step 5 end_turn 7170 in / 109 out · 16.7s

Writing the short report for CAT from the scans and the internal fact pack.

→ write_memo 1.47s

Tool input

{
  "level": 1,
  "sections": [
    "scan_recent",
    "scan_competition",
    "scan_guidance",
    "scan_catalysts",
    "report"
  ]
}

Result

{
  "citations": 12,
  "memo_id": null,
  "words": 644
}