agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll inspect the agent’s current architecture first, then compare provider document...
command: /bin/bash -lc 'pwd && rg --files'
command: /bin/bash -lc 'pwd && rg --files'
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: `rg` is not installed in this environment, so I’m falling back to `find` and target...
command: /bin/bash -lc "find . -maxdepth 3 -type f | sed 's#"'^./##'"' | sort"
command: /bin/bash -lc "find . -maxdepth 3 -type f | sed 's#"'^./##'"' | sort"
command: /bin/bash -lc "find . -maxdepth 2 -type d | sed 's#"'^./##'"' | sort"
command: /bin/bash -lc "find . -maxdepth 2 -type d | sed 's#"'^./##'"' | sort"
agent_action: The repository is a small backend/frontend app. I’m reading the backend now to find...
command: /bin/bash -lc "sed -n '1,260p' backend/langchain_agents.py"
command: /bin/bash -lc "sed -n '1,260p' backend/langchain_agents.py"
command: /bin/bash -lc "sed -n '1,220p' README.md"
command: /bin/bash -lc "sed -n '1,220p' README.md"
command: /bin/bash -lc "sed -n '1,260p' backend/cerebras_service.py"
command: /bin/bash -lc "sed -n '1,260p' backend/cerebras_service.py"
command: /bin/bash -lc "sed -n '1,220p' backend/config.py"
command: /bin/bash -lc "sed -n '1,220p' backend/config.py"
command: /bin/bash -lc "sed -n '220,520p' backend/langchain_agents.py"
command: /bin/bash -lc "sed -n '220,520p' backend/langchain_agents.py"
agent_action: I found two paths that generate clinical guidance: a structured symptom analyzer an...
command: /bin/bash -lc "sed -n '520,760p' backend/langchain_agents.py"
command: /bin/bash -lc "sed -n '520,760p' backend/langchain_agents.py"
command: /bin/bash -lc "sed -n '1,320p' backend/server.py"
command: /bin/bash -lc "sed -n '1,320p' backend/server.py"
command: /bin/bash -lc "sed -n '1,160p' backend/requirements.txt && sed -n '1,120p' backend/.env.example"
command: /bin/bash -lc "sed -n '1,160p' backend/requirements.txt && sed -n '1,120p' backend/.env.example"
command: /bin/bash -lc "sed -n '1,260p' backend/agent_endpoints.py"
command: /bin/bash -lc "sed -n '1,260p' backend/agent_endpoints.py"
command: /bin/bash -lc "sed -n '320,760p' backend/server.py"
command: /bin/bash -lc "sed -n '320,760p' backend/server.py"
search: Tavily API enterprise security GDPR data retention EU data residency documentation
search: site:docs.exa.ai security Exa API GDPR data retention
search: site:docs.linkup.so security audit logs SOC 2 Linkup API
command: /bin/bash -lc "sed -n '1,280p' backend/models.py"
command: /bin/bash -lc "sed -n '1,280p' backend/models.py"
url: https://docs.linkup.so/pages/security-and-privacy/data-privacy
url: https://exa.ai/docs/reference/security
url: https://brave.com/search/api/
url: https://www.eu.tavily.com/
agent_action: The provider decision is leaning strongly toward Linkup because its docs explicitly...
agent_action: The retrieval service now uses Linkup’s `/search` endpoint, redacts common direct i...
agent_action: The public symptom-analysis response model now has a `web_sources` field, so client...
agent_action: I’m adding a callable web-grounding tool to the LangChain agents as well. It return...
agent_action: The main symptom analyzer and the routing/triage tool-calling agents are now wired ...
agent_action: One existing LangChain prompt was missing the required agent scratchpad placeholder...
command: /bin/bash -lc 'git diff -- backend/config.py backend/web_retrieval.py backend/cerebras_service.py backend/langchain_agents.py backend/models.py backend/server.py backend/requirements.txt backend/.env.example README.md'
command: /bin/bash -lc 'git diff -- backend/config.py backend/web_retrieval.py backend/cerebras_service.py backend/langchain_agents.py backend/models.py backend/server.py backend/requirements.txt backend/.env.example README.md'
command: /bin/bash -lc 'python -m compileall backend'
command: /bin/bash -lc 'python -m compileall backend'
agent_action: Syntax compilation passes. I’m checking the untracked/changed files and one more ru...
command: /bin/bash -lc "find backend -maxdepth 2 -type d -name __pycache__ -o -type f -name '*.pyc'"
command: /bin/bash -lc "find backend -maxdepth 2 -type d -name __pycache__ -o -type f -name '*.pyc'"
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc "sed -n '1,260p' backend/web_retrieval.py"
command: /bin/bash -lc "sed -n '1,260p' backend/web_retrieval.py"
agent_action: `compileall` generated local bytecode caches, which are not part of the implementat...
command: /bin/bash -lc 'find backend -type d -name __pycache__ -prune -exec rm -rf {} +'
command: /bin/bash -lc 'find backend -type d -name __pycache__ -prune -exec rm -rf {} +'
agent_action: The code changes are in place and generated caches are removed. I’m grabbing final ...
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc "nl -ba backend/cerebras_service.py | sed -n '35,140p'"
command: /bin/bash -lc "nl -ba backend/cerebras_service.py | sed -n '35,140p'"
command: /bin/bash -lc "nl -ba backend/langchain_agents.py | sed -n '80,260p'"
command: /bin/bash -lc "nl -ba backend/langchain_agents.py | sed -n '80,260p'"
command: /bin/bash -lc "nl -ba backend/web_retrieval.py | sed -n '1,240p'"
command: /bin/bash -lc "nl -ba backend/web_retrieval.py | sed -n '1,240p'"
agent_action: The final status shows only the intended source/doc changes plus the new retrieval ...
command: /bin/bash -lc "nl -ba backend/models.py | sed -n '55,90p'"
command: /bin/bash -lc "nl -ba backend/models.py | sed -n '55,90p'"
command: /bin/bash -lc "nl -ba backend/server.py | sed -n '120,325p'"
command: /bin/bash -lc "nl -ba backend/server.py | sed -n '120,325p'"
command: /bin/bash -lc "nl -ba backend/config.py | sed -n '1,35p'"
command: /bin/bash -lc "nl -ba backend/config.py | sed -n '1,35p'"
command: /bin/bash -lc "nl -ba README.md | sed -n '65,95p' && nl -ba backend/.env.example | sed -n '10,28p'"
command: /bin/bash -lc "nl -ba README.md | sed -n '65,95p' && nl -ba backend/.env.example | sed -n '10,28p'"
command: /bin/bash -lc 'PYTHONDONTWRITEBYTECODE=1 python -m compileall backend'
command: /bin/bash -lc 'PYTHONDONTWRITEBYTECODE=1 python -m compileall backend'
agent_action: The syntax check still passes with bytecode writes disabled. I’m cleaning any cache...
command: /bin/bash -lc 'find backend -type d -name __pycache__ -prune -exec rm -rf {} +'
command: /bin/bash -lc 'find backend -type d -name __pycache__ -prune -exec rm -rf {} +'
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: Implemented live web grounding with **Linkup** as the recommended provider. I chose...
result: Selected unknown