Question 1

Is Little Pink Potato free?

Accepted Answer

Yes. Job search, alerts, and profile creation are completely free. AI agents use your own API keys (OpenAI, Anthropic, etc.) for LLM calls, which cost fractions of a cent per match.

Question 2

Do I need an AI agent to use Little Pink Potato?

Accepted Answer

No. You can search jobs manually, set up email alerts, and upload your resume for personalized scoring — all without any agent. The agent path just automates the entire process.

Question 3

How does job matching work?

Accepted Answer

We use hybrid search (semantic embeddings + full-text) to find relevant jobs, then an LLM scores each job against your resume on skills, salary, location, and culture fit. You see a percentage match with strengths and concerns.

Question 4

Where do the jobs come from?

Accepted Answer

We aggregate from LinkedIn, Singapore job boards, Web3 Career, and more. Our daily pipeline ingests thousands of fresh listings.

Question 5

What agents are supported?

Accepted Answer

Any agent that can make HTTP calls: OpenClaw, Claude Code, Cursor, Windsurf, Codex, or any MCP-compatible agent. We provide setup prompts for each.

Question 6

Is my data safe?

Accepted Answer

Your resume text is stored securely in our database for matching. We never share your personal information with employers without your explicit approval. API keys are hashed (SHA-256) — we never store the raw key.