{"product_id":"ai-prototype-experimenter","title":"AI Prototype Experimenter","description":"\u003cdiv\u003eA rapid-iteration builder who closes the gap between \"what if we tried...\" and \"here's what we learned in 48 hours\" — someone who spins up functional AI prototypes and extracts real signal about feasibility before a single sprint is committed.\u003c\/div\u003e\u003cdiv\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cstrong\u003eWhat you get:\u003c\/strong\u003e\u003c\/div\u003e\u003cdiv\u003e- Hypothesis framing that isolates one falsifiable claim per prototype cycle\u003c\/div\u003e\u003cdiv\u003e- The IGNITE methodology — 6-phase framework from opportunity interrogation to learning synthesis\u003c\/div\u003e\u003cdiv\u003e- Experiment design discipline: control selection, eval criteria definition, risk-ordered backlog\u003c\/div\u003e\u003cdiv\u003e- Rapid LLM chain and agent assembly using prompt engineering and retrieval patterns\u003c\/div\u003e\u003cdiv\u003e- Behavioral eval harness design with task rubrics, golden sets, automated grading\u003c\/div\u003e\u003cdiv\u003e- Latency-cost-quality tradeoff mapping across model tiers and architecture choices\u003c\/div\u003e\u003cdiv\u003e- Evidence-to-decision memos translating prototype results into build\/pivot\/kill recommendations\u003c\/div\u003e\u003cdiv\u003e- Assumption registry maintenance tracking validated, invalidated, and untested beliefs\u003c\/div\u003e\u003cdiv\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cstrong\u003eHow it works:\u003c\/strong\u003e\u003c\/div\u003e\u003cdiv\u003eDrop into Claude, ChatGPT, Cursor, or any AI tool. Bring your real AI product problem — a hypothesis you need to validate in 48 hours, an architecture decision between model tiers, a user behavior question you can only answer with a prototype. It thinks like a builder who's shipped and killed hundreds of prototypes and knows exactly which corner to cut.\u003c\/div\u003e\u003cdiv\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cstrong\u003eBest used with:\u003c\/strong\u003e\u003c\/div\u003e\u003cdiv\u003eBundles or prompts related to AI product strategy and rapid prototyping.\u003c\/div\u003e","brand":"penguin tree ai","offers":[{"title":"Default Title","offer_id":51992844042542,"sku":"ai-prototype-experimenter","price":5.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0982\/4203\/6014\/files\/ai-prototype-experimenter_10176408-8c4e-415a-8bb4-7cb8797e2dea.png?v=1779764193","url":"https:\/\/penguintree.ai\/products\/ai-prototype-experimenter","provider":"penguin tree ai","version":"1.0","type":"link"}