jjleng-s

Run

jjleng/sensei

Full Run Trace

Duration

73.9s

Spans

100%

0ms

12.3s

24.6s

37.0s

49.3s

61.6s

73.9s

Selected span

run

0ms - 73.9s

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

Type

root

Status

completed

Duration

73.9s

Source

run

Commands

Not materialized for this span.

URLs Fetched

Not materialized for this span.

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-20260605-214326-27/items/item-linkup-remaining-batch-20260605-214326-89/attempts/1/cleanup-report.json

Logs

agent_action: Prompt-lab work item started

agent_action: Pinned repository checkout verified

agent_action: I’ll inspect the repo to understand what “agent” means here and where a web extract...

command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.lock'"' -g '"'!dist'"' -g '"'!build'"' | head -200"

command: /bin/bash -lc 'git status --short'

agent_action: `rg` is not installed in this workspace, so I’m switching to `find`/`grep` for the ...

command: /bin/bash -lc "find . -maxdepth 3 -type f \\( -name 'README*' -o -name 'package.json' -o -name 'pyproject.toml' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name '*.md' \\) -not -path './.git/*' -not -path './node_modules/*' -print"

command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -path './dist' -prune -o -path './build' -prune -o -type f | sed 's#"'^./##'"' | head -250"

agent_action: The backend is a Python search/chat app with existing SearXNG/Bing search tools and...

command: /bin/bash -lc "sed -n '1,220p' README.md"

command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/search/bing.py"

command: /bin/bash -lc "sed -n '1,240p' backend/sensei_search/tools/search/base.py"

command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/search/searxng.py"

command: /bin/bash -lc "sed -n '1,260p' backend/README.md"

command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/search/searxng.py"

command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/agents/shogun/agent_v2.py"

command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/agents/shogun/agent_v1.py"

command: /bin/bash -lc "sed -n '260,620p' backend/sensei_search/agents/shogun/agent_v2.py"

command: /bin/bash -lc "sed -n '1,300p' backend/sensei_search/agents/samurai/agent.py"

command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/config.py"

command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/tools/search/__init__.py"

command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/config.py"

command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/tools/search/__init__.py"

command: /bin/bash -lc "sed -n '1,260p' backend/pyproject.toml"

agent_action: Samurai already expects full page texts in `web_pages`, while Shogun only passes sn...

command: /bin/bash -lc "sed -n '300,620p' backend/sensei_search/agents/samurai/agent.py"

command: /bin/bash -lc 'grep -RIn "trafilatura" backend --exclude-dir=.git --exclude-dir=.venv 2>/dev/null'

command: /bin/bash -lc "grep -RIn \"FETCH_WEBPAGE_TIMEOUT\\|web_pages\\|search_results\\[\\\"general\\\"\\]\\|result\\['content'\\]\" backend/sensei_search --exclude-dir=.git 2>/dev/null"

command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/agents/shogun/prompts.py"

command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/agents/samurai/prompts.py"

agent_action: There is an important implementation detail: the repo already has a local `fetch_we...

command: /bin/bash -lc "sed -n '1,280p' backend/sensei_search/base_agent.py"

command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/models.py"

command: /bin/bash -lc "sed -n '1,220p' frontend/app/types.tsx"

command: /bin/bash -lc "sed -n '1,260p' frontend/app/components/ChatHistoryItem/WebSourceCard.tsx"

search: Tavily Extract API documentation extract raw content URLs include images advanced e...

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

url: https://r.jina.ai/docs

search: 'results' in https://docs.exa.ai/reference/get-contents

search: Diffbot Article API documentation extract clean article text URL fields resolvedPag...

agent_action: I’m broadening the comparison to include older enterprise extractors as well as AI-...

command: /bin/bash -lc "nl -ba backend/sensei_search/base_agent.py | sed -n '180,215p'"

command: /bin/bash -lc "nl -ba backend/sensei_search/agents/shogun/agent_v2.py | sed -n '50,65p'"

command: /bin/bash -lc "nl -ba backend/sensei_search/agents/samurai/agent.py | sed -n '300,320p'"

command: /bin/bash -lc "nl -ba backend/sensei_search/tools/search/base.py | sed -n '12,35p'"

command: /bin/bash -lc "nl -ba backend/pyproject.toml | sed -n '1,25p'"

url: https://docs.diffbot.com/reference/extract-analyze

agent_action: **Recommendation** Use **Firecrawl Scrape** as the managed web-page fetching/extrac...

result: Selected unknown

Agent Access Graph

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

Agentcodex

Events6

Outcomecompetitor

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

Runs

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Run

Agent Access Graph

Runs

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Agent Access Graph