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Notes on engineering leadership, scaling systems, and what actually changes when agents write the code.

  • Agile and Process Optimization
  • AI, Automation & the New Engineering Landscape
  • Effective Team Building
  • Leadership & Culture in Engineering
  • Managing Growth Challenges
  • Mentorship, Growth & Human Skills
  • Metrics and Measurement
  • Product and Customer Feedback
  • Scaling MVPs and Architectures
  • Scaling Systems and Teams
  • Transitioning from Corporate to Entrepreneurial Leadership
  • Oct 25, 2026

    A Dashboard Shows You the Agent. It Doesn’t Prove the Change.

    Knowing which agents ran is useful. Being accountable for what they changed requires evidence that follows the work into production. A session record can tell you what an…

  • Jan 20, 2025
    Agile and Process Optimization

    Implementing Lightweight Agile in Small Engineering Teams

    For startups aiming to scale beyond a proof of concept (PoC) and deliver a viable MVP, agility is key. Small engineering teams,…

  • Jan 13, 2025
    Scaling MVPs and Architectures

    How to Transition from a Proof of Concept to a Scalable MVP

    The PoC phase is often characterized by testing ideas, experimenting with solutions, and validating concepts. But scaling an MVP requires a distinct…

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