You've owned and shipped complex features end-to-end — from ambiguous problem statement to launched feature with measurable outcomes
Demonstrated AI fluency across three dimensions: Tool fluency: you know failure modes, context windows, the LLM ecosystem; Workflow fluency: you know what to automate vs. keep human, and optimize for speed, correctness and scalability; Product fluency: you know the difference between AI that earns its place in a product and AI that was bolted on to check a box. You've shipped the former.
Hands-on experience with product management tools. You've lived inside Jira, Linear, Notion, or similar; you know where the friction lives because you've felt it
Technical fluency: you can read API docs, understand context windows, and write specs engineers and AI agents can build from
Strong prioritization instincts. You can distinguish urgent from important and hold the line on scope
Clear communication. Most of your work product starts as written artifacts: PRDs, decision memos, spec documents
Nice-to-Haves
Background in supply chain, ERP, CRM, B2B marketplaces, or accounting software
Experience with UX design
Familiarity with agentic systems and multi-agent orchestration
Experience using Claude Code or similar tools to build products independently
Early-stage startup experience (sub-50 headcount)
GK
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