agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll first map the repo’s agent stack and integration points, then I’ll check curre...
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' | head -200"
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' | head -200"
command: /bin/bash -lc "rg -n \"agent|retriev|search|web|tool|openai|anthropic|langchain|llama|vector|rag|browser|serp|tavily|exa|perplexity|brave|bing|google\" -S . -g '"'!*node_modules*'"' -g '"'!*.lock'"' -g '"'!dist/**'"' -g '"'!build/**'"'"
command: /bin/bash -lc "rg -n \"agent|retriev|search|web|tool|openai|anthropic|langchain|llama|vector|rag|browser|serp|tavily|exa|perplexity|brave|bing|google\" -S . -g '"'!*node_modules*'"' -g '"'!*.lock'"' -g '"'!dist/**'"' -g '"'!build/**'"'"
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: `rg` isn’t installed in this environment, so I’m falling back to `find`/`grep`. The...
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -path './dist' -prune -o -path './build' -prune -o -type f -print | sed 's#"'^./##'"' | head -200"
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -path './dist' -prune -o -path './build' -prune -o -type f -print | sed 's#"'^./##'"' | head -200"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'README*' -o -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name '.env.example' \\) -print"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'README*' -o -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name '.env.example' \\) -print"
command: /bin/bash -lc "grep -RInE \"agent|retriev|search|web|tool|openai|anthropic|langchain|llama|vector|rag|browser|serp|tavily|exa|perplexity|brave|bing|google\" . --exclude-dir=.git --exclude-dir=node_modules --exclude-dir=dist --exclude-dir=build --exclude='*.lock' | head -300"
command: /bin/bash -lc "grep -RInE \"agent|retriev|search|web|tool|openai|anthropic|langchain|llama|vector|rag|browser|serp|tavily|exa|perplexity|brave|bing|google\" . --exclude-dir=.git --exclude-dir=node_modules --exclude-dir=dist --exclude-dir=build --exclude='*.lock' | head -300"
agent_action: The app is a Nuxt/Vue product-review site, not a backend agent framework. The “agen...
command: /bin/bash -lc "sed -n '1,260p' README.md"
command: /bin/bash -lc "sed -n '1,260p' README.md"
command: /bin/bash -lc "sed -n '1,260p' composables/useAI.js"
command: /bin/bash -lc "sed -n '1,260p' composables/useAI.js"
command: /bin/bash -lc "sed -n '1,140p' package.json"
command: /bin/bash -lc "sed -n '1,140p' package.json"
command: /bin/bash -lc "sed -n '300,470p' components/AIContentGenerator.vue"
command: /bin/bash -lc "sed -n '300,470p' components/AIContentGenerator.vue"
agent_action: The generation calls currently go straight from the browser to a Cloudflare OpenAI ...
command: /bin/bash -lc "sed -n '470,780p' components/AIContentGenerator.vue"
command: /bin/bash -lc "sed -n '470,780p' components/AIContentGenerator.vue"
command: /bin/bash -lc "sed -n '1,260p' components/CategoryPopulator.vue"
command: /bin/bash -lc "sed -n '1,260p' components/CategoryPopulator.vue"
command: /bin/bash -lc "sed -n '1,160p' nuxt.config.js"
command: /bin/bash -lc "sed -n '1,160p' nuxt.config.js"
command: /bin/bash -lc "sed -n '1,320p' components/UserReviewGenerator.vue"
command: /bin/bash -lc "sed -n '1,320p' components/UserReviewGenerator.vue"
search: AI search API licensed sources reputable content provider documentation
search: Valyu Search API licensed sources premium trusted content documentation
url: https://docs.valyu.ai/api-reference/endpoint/search
search: Perplexity Sonar API documentation search citations sources web search
url: https://www.valyu.ai/solutions-research
search: ProRata AI search API licensed publisher content answers API documentation
url: https://docs.tollbit.com/docs/licensed-search
agent_action: I found one provider that materially changes the decision: TollBit. Unlike the usua...
command: /bin/bash -lc "nl -ba composables/useAI.js | sed -n '1,80p'"
command: /bin/bash -lc "nl -ba composables/useAI.js | sed -n '1,80p'"
command: /bin/bash -lc "nl -ba components/AIContentGenerator.vue | sed -n '340,455p'"
command: /bin/bash -lc "nl -ba components/AIContentGenerator.vue | sed -n '340,455p'"
command: /bin/bash -lc "nl -ba README.md | sed -n '1,45p'"
command: /bin/bash -lc "nl -ba README.md | sed -n '1,45p'"
command: /bin/bash -lc "nl -ba nuxt.config.js | sed -n '60,95p'"
command: /bin/bash -lc "nl -ba nuxt.config.js | sed -n '60,95p'"
agent_action: **Provider Choice** I’d choose **TollBit** as the primary managed retrieval provide...
result: Selected unknown