Abdul Hannan ShaikhSoch.Blog by Abdul Hannan Shaikh

AI product management

Everything filed under ai product management, newest first. The rest is in the full archive.

4 blogs

  1. AI product management
    MCP Server Security: The Questions a PM Should Ask Before Shipping OneTwelve questions, each tied to a named incident. Only four MCP attacks have happened in the wild, and three were supply chain.12 min read
  2. AI product management
    Eval Design for PMs Who Aren't EngineersHow to build a rubric that survives a real spec review, without writing a line of pytest.5 min read
  3. AI product management
    The PRD Format I Use for AI FeaturesFour sections a standard PRD doesn't have: rubric, hallucination tolerance, cost ceiling, fallback.5 min read
  4. AI product management
    DeepSeek-R1 and the Quiet Commoditization of AINot “is the model good” but what changes for the AI features you’ve already shipped.5 min read