How to turn meeting transcripts into requirements, constraints, and open questions you can feed straight into a PoC.
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v2p Blog
Articles on AI development, specification-driven work, and turning meetings into inputs developers and AI agents can use.
A practical prompt and in-browser builder for turning meeting notes and rough ideas into planning notes that AI tools and developers can actually use.
May 4, 2026Prompting Does "You Are an Expert ___" Actually Help? Designing Prompts When You Hand Work to an AIDoes the "You are an expert ___" pattern actually work? We unpack when role-setting helps, when it doesn't, and why goals, criteria, output format, and constraints matter more than job titles when you delegate work to an AI.
May 4, 2026Thinking Why meeting notes pile up while the PoC never takes shapeAI meeting notes make meetings readable, but PoCs and mocks still need another translation step. This article explains the difference between meeting notes and v2p for planners and PMs who want to start using Claude Code or Codex.
Apr 30, 2026Development What is spec-driven development? Why specs matter in the Claude Code and Codex eraAs AI agents like Claude Code and Codex take over more of the coding work, specs become the real bottleneck. Here's why spec-driven development matters now more than ever.
May 3, 2026Fast AI prototyping piles up rework when there's nothing to review against. Here's why a lightweight spec belongs at the start.
Coming soonA practical template for turning meeting goals, screens, constraints, and acceptance criteria into an AI-agent-ready prompt.
Coming soonFrom meeting to AI development.
v2p turns meeting logs into mock prompts for Claude Code / Codex and Markdown inputs for PoC development.
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