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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…

  • Feb 24, 2025
    Scaling MVPs and Architectures

    Top 5 Tech Stack Choices for Startups Scaling Beyond MVP

    As your startup evolves from a proof of concept to scaling an MVP and beyond, choosing the right tech stack becomes one…

  • Feb 20, 2025
    Metrics and Measurement

    How to Use Lead Time Metrics to Improve Developer Productivity

    Lead time is one of the most powerful metrics for assessing and improving developer productivity in startups. It measures the time it…

  • Feb 17, 2025
    Managing Growth Challenges

    When to Transition from Generalists to Specialists in Your Engineering Team

    Startups are built on the backs of generalists—those versatile team members who can wear multiple hats and tackle diverse challenges. In the…

  • Feb 13, 2025
    Product and Customer Feedback

    How to Build a Feedback Culture Between Product, Engineering, and Customers

    In startups scaling from Proof of Concept (PoC) to a Minimum Viable Product (MVP), fostering a feedback-driven culture is crucial for success.…

  • Feb 10, 2025
    Metrics and Measurement

    Key Engineering Metrics for Startups Scaling Their MVP

    As your startup evolves from a proof of concept (PoC) to an MVP and beyond, measuring the right engineering metrics becomes critical…

  • Feb 6, 2025
    Agile and Process Optimization

    Adapting Agile for Remote-First Startup Teams

    In today’s fast-evolving work environment, remote-first teams have become the norm for many startups. While Agile principles were originally designed for co-located…

  • Feb 3, 2025
    Product and Customer Feedback

    Incorporating Customer Feedback into Agile Product Roadmaps

    For startups transitioning from a proof of concept (PoC) to delivering an MVP and beyond, the ability to adapt and evolve based…

  • Jan 30, 2025
    Scaling MVPs and Architectures

    Designing MVPs for Long-Term Scalability: Common Pitfalls and Best Practices

    Building a Minimum Viable Product (MVP) is an essential step for startups to validate their ideas, test market demand, and iterate quickly.…

  • Jan 27, 2025
    Effective Team Building

    How to Define Roles and Responsibilities as Your Startup Scales

    As your startup grows from a proof of concept (PoC) to a viable MVP and beyond, one of the most important challenges…

  • Jan 23, 2025
    Managing Growth Challenges

    How to Scale Engineering Teams Without Losing Your Startup Culture

    Scaling your engineering team is a critical milestone in your startup’s journey from proof of concept to a robust MVP and beyond.…

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