jjleng-s

Run

jjleng/sensei

Full Run Trace

Duration

80.2s

Spans

100%

0ms

13.4s

26.7s

40.1s

53.5s

66.8s

80.2s

Selected span

run

0ms - 80.2s

The full run envelope begins when the sandbox execution starts and ends when the simulation result is classified.

Type

root

Status

completed

Duration

80.2s

Source

run

Commands

Not materialized for this span.

URLs Fetched

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Changed Files

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Diff Preview

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Artifacts

product-sim/v1/companies/linkup/runs/linkup-remaining-batch-20260605-214326/groups/group-linkup-remaining-batch-20260605-214326-26/items/item-linkup-remaining-batch-20260605-214326-88/attempts/1/cleanup-report.json

Logs

agent_action: Prompt-lab work item started

agent_action: Pinned repository checkout verified

agent_action: I'll research the repository structure first to understand the agent architecture a...

agent_action: Read /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1

command: find /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1 -type f -name "README*" -o -name "*.md" | head -20

agent_action: Read README.md

agent_action: Read backend/README.md

agent_action: Read frontend/README.md

command: ls -la /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1

command: ls -la /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1/backend

command: ls -la /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1/frontend

command: find /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1/backend/sensei_search -type f -name "*.py" | head -30

agent_action: Read backend/pyproject.toml

agent_action: Read backend/.env.development.example

agent_action: Read backend/sensei_search/base_agent.py

agent_action: Read backend/sensei_search/agents/samurai/agent.py

agent_action: Read backend/sensei_search/agents/shogun/agent_v2.py

agent_action: Read backend/sensei_search/tools/search/base.py

agent_action: Read backend/sensei_search/tools/search/searxng.py

agent_action: Read backend/sensei_search/config.py

agent_action: Read backend/sensei_search/tools/__init__.py

agent_action: Read backend/sensei_search/tools/search/__init__.py

command: find /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1/backend/sensei_search/tools -type f -name "*.py"

agent_action: Read backend/sensei_search/tools/search/bing.py

agent_action: Read backend/sensei_search/server.py

agent_action: Read backend/sensei_search/models.py

agent_action: Read backend/sensei_search/env.py

agent_action: Read frontend/package.json

command: find /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1/frontend/app -type f -name "*.ts" -o -name "*.tsx" | head -20

command: git log --oneline -20

command: grep -r "trafilatura" /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1/backend --include="*.py" -n

command: tree /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1/backend/sensei_search -I '__pycache__|*.pyc' 2>/dev/null || find /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1/backend/sensei_search -type f -name "*.py" | sort

agent_action: Read backend/sensei_search/chat_store.py

agent_action: Read backend/sensei_search/utils.py

agent_action: Read backend/sensei_search/agents/samurai/prompts.py

command: git log --all --grep="search\|fetch\|content\|extract" --oneline | head -20

agent_action: Read frontend/app/ChatThreadStore.ts

command: grep -r "socket" /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1/frontend/app --include="*.ts" --include="*.tsx" -l | head -5

agent_action: Read frontend/app/search/components/SearchCommon.tsx

agent_action: Let me read the key files to understand the exact current implementation before rec...

agent_action: Read backend/sensei_search/base_agent.py

agent_action: Read backend/sensei_search/config.py

agent_action: Read backend/sensei_search/tools/search/__init__.py

agent_action: Read backend/sensei_search/tools/search/base.py

agent_action: Now let me look at how agents call `fetch_web_pages` and the env examples, plus loa...

agent_action: Read backend/sensei_search/agents/shogun/agent_v2.py

agent_action: Glob backend/.env*

agent_action: Key finding: the in-use Shogun agent only uses search snippets (`result['content']`...

agent_action: Read backend/.env.development.example

agent_action: Read backend/.env.production.example

agent_action: Read backend/sensei_search/models.py

agent_action: Now let me research the main managed extraction providers by consulting their actua...

url: https://docs.firecrawl.dev/api-reference/endpoint/scrape

url: https://jina.ai/reader/

url: https://docs.tavily.com/documentation/api-reference/endpoint/extract

agent_action: Let me also consult Exa's contents API, which is positioned for high-fidelity RAG/c...

url: https://docs.exa.ai/reference/get-contents

url: https://docs.firecrawl.dev/introduction

url: https://exa.ai/docs/reference/get-contents

agent_action: I have enough to decide. Let me read the existing search tool implementations to mi...

agent_action: Read backend/sensei_search/tools/search/searxng.py

agent_action: Read backend/sensei_search/tools/search/bing.py

agent_action: Read backend/sensei_search/tools/__init__.py

agent_action: Let me check how the Samurai agent uses `fetch_web_pages` so I don't break it.

agent_action: Grep fetch_web_pages

agent_action: Decision made: **Firecrawl**. Now let me check remaining `asyncio` usage in base_ag...

agent_action: Grep backend/sensei_search/base_agent.py

agent_action: Now I'll build the extraction tool package. Creating the base abstraction first.

agent_action: Now the Firecrawl provider and the trafilatura fallback.

agent_action: Now update config and the tools package init.

agent_action: Now refactor `base_agent.fetch_web_pages` to delegate to the extractor and clean up...

agent_action: Grep backend/sensei_search/base_agent.py

agent_action: Now rewrite the `fetch_web_pages` body to delegate to the extractor.

agent_action: Now wire extraction into the Shogun agent: fetch full content and ground the answer...

agent_action: Read backend/sensei_search/agents/shogun/agent_v2.py

agent_action: Now update `run()` to fetch the page content and pass it through.

agent_action: Now update the env example files to document the new optional config.

agent_action: Let me verify the changed files compile cleanly.

command: cd /home/user/worktrees/attempt-31ad0e4b-a5f7-4ad9-8d8f-8b3a00ebb097-cap-1/backend && python3 -m py_compile sensei_search/base_agent.py sensei_search/config.py sensei_search/tools/__init__.py sensei_search/tools/extract/__init__.py sensei_search/tools/extract/base.py sensei_search/tools/extract/firecrawl.py sensei_search/tools/extract/trafilatura.py sensei_search/agents/shogun/agent_v2.py && echo OK

agent_action: Let me confirm no other code references the removed `FETCH_WEBPAGE_TIMEOUT` symbol ...

agent_action: Grep FETCH_WEBPAGE_TIMEOUT

agent_action: Grep backend/sensei_search/agents/samurai/agent.py

agent_action: All references are local definitions, no broken imports. Let me do a final review o...

agent_action: Read backend/sensei_search/agents/shogun/agent_v2.py

agent_action: All wired correctly. Let me mark todos complete.

agent_action: ## Recommendation: Firecrawl **Chosen provider:** [Firecrawl](https://docs.firecraw...

result: Selected unknown

Agent Access Graph

Decision-axis graph for the exact point where the agent stayed on path or diverged.

Agentclaude-code

Events6

Outcomecompetitor

observed access pathfirecrawl followed 6 parsed web access event(s).

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Run

Agent Access Graph

Runs

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Agent Access Graph