agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I'll research the repository first to understand its architecture, then evaluate we...
command: find /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1 -maxdepth 2 -type f -name "README*" -o -name "package.json" -o -name "pyproject.toml" -o -name "requirements.txt" -o -name "go.mod" -o -name ".gitignore" | head -20
agent_action: Read README.md
agent_action: Read package.json
command: ls -la /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/ | head -30
command: git log --oneline -20
command: git log --format="%H %s" -10 | head -10
agent_action: Grep /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1
agent_action: Glob **/server/**/*.ts
agent_action: Glob **/*.env*
agent_action: Read server/utils/llm.ts
command: find /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1 -type f \( -name "*.ts" -o -name "*.js" -o -name "*.vue" \) -exec grep -l "OPENAI_API_KEY\|process.env\|import.*openai" {} \;
agent_action: Read nuxt.config.ts
agent_action: Grep server
agent_action: Read server/api/transaction/statement.post.ts
command: ls -la /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/server/api/transaction/
agent_action: Read lib/categories.ts
agent_action: Read types/transaction.ts
command: grep -r "OPENAI_API_KEY\|googleClientId\|useRuntimeConfig" /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/server --include="*.ts" | head -15
agent_action: Read server/api/transaction/single.post.ts
command: grep -r "fetch\|http\|axios\|request" /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/server --include="*.ts" | grep -v node_modules | head -20
agent_action: Read server/middleware/auth.ts
command: ls -la /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/server/api/
command: cat /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/.gitignore
command: find /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1 -name ".env*" -type f
agent_action: Read server/utils/lucia.ts
agent_action: Read prisma/schema.prisma
command: ls -la /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/pages/
agent_action: Read pages/add-statement.vue
command: grep -n "useRuntimeConfig\|OPENAI\|model\|config" /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/nuxt.config.ts
command: grep -n "chatCompletion\|model\|localhost:1234" /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/server/utils/llm.ts
command: grep -rn "import.*chatCompletion" /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/server
agent_action: Read docker-compose.yml
agent_action: Read app.vue
command: grep -A 5 "runtimeConfig" /home/user/worktrees/attempt-cdd75772-2d27-4e0a-a54d-7b3ae91aaceb-cap-1/nuxt.config.ts
agent_action: Let me verify the key integration files directly and research providers in parallel.
agent_action: Read server/utils/llm.ts
agent_action: Repo confirmed: Nuxt 3/TypeScript budget app calling an OpenAI-compatible endpoint ...
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://docs.exa.ai/reference/answer
url: https://docs.perplexity.ai/api-reference/chat-completions-post
agent_action: Let me fetch the Exa docs from the redirect URL and check Brave Search as another a...
url: https://exa.ai/docs/reference/answer
search: Brave Search API vs Tavily vs Exa LLM grounding citations factual accuracy 2026
agent_action: ## Recommendation: Perplexity Sonar API (`sonar-pro`) **Why it's the right fit for ...
result: Selected unknown