ahumblenerd

Use when reviewing growth metrics, planning distribution, diagnosing conversion issues, or deciding what marketing action to take next for tinyagents.dev

Use when evaluating whether a product is working, deciding whether to continue or kill it, checking for real PMF signals, or when the founder needs truth not encouragement

Use when creating new blog posts or comparison pages for tinyagents.dev. Handles the full pipeline from keyword research to code change to deploy.

Use when needing to find content opportunities, identify keyword gaps, or research what competitors rank for. Uses web search to do manual keyword research without paid SEO tools.