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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…

  • Mar 31, 2025
    Managing Growth Challenges

    How to Build Processes Without Killing Startup Innovation

    Startups thrive on creativity, agility, and the ability to pivot at lightning speed. But as your business scales beyond a proof of…

  • Mar 27, 2025
    Product and Customer Feedback

    How to Prioritize Feedback from Early Adopters Without Losing Focus

    Early adopters are a startup’s most valuable resource—they provide insights, validate ideas, and shape the trajectory of your product. But if you’re…

  • Mar 24, 2025
    Metrics and Measurement

    How to Track and Reduce Cycle Time in Small Software Teams

    In the fast-paced world of startups, delivering value quickly and consistently is key to scaling your Minimum Viable Product (MVP) and staying…

  • Mar 20, 2025
    Managing Growth Challenges

    Managing Technical and Product Debt During High-Growth Phases

    In the early stages of a startup, speed is everything. The ability to deliver a product quickly and capture market share often…

  • Mar 17, 2025
    Product and Customer Feedback

    The Lean MVP: Validating Product-Market Fit Before Scaling

    For startups, moving from a proof of concept (PoC) to a Minimum Viable Product (MVP) is an exciting milestone. But scaling prematurely—without…

  • Mar 13, 2025
    Scaling MVPs and Architectures

    Decoupling Your Monolith: A Step-by-Step Guide to Transitioning to Microservices

    For many startups, the monolithic architecture used to build their proof of concept (PoC) or minimum viable product (MVP) eventually becomes a…

  • Mar 10, 2025
    Effective Team Building

    Building a Healthy Startup Engineering Culture

    In the chaotic and exhilarating world of startups, scaling from a proof of concept (PoC) to a Minimum Viable Product (MVP) and…

  • Mar 6, 2025
    Metrics and Measurement

    The Hidden Metrics: How to Identify and Reduce Bottlenecks in Your Startup Processes

    In the fast-paced environment of a growing startup, bottlenecks can slow progress, frustrate teams, and drain valuable resources. Identifying and reducing bottlenecks…

  • Mar 3, 2025
    Agile and Process Optimization

    Scrum or Kanban? Choosing the Right Framework for Startups

    In the fast-paced world of startups, scaling from a proof of concept (PoC) to a Minimum Viable Product (MVP) and beyond is…

  • Feb 27, 2025
    Effective Team Building

    How to Identify and Develop Leadership Potential in a Small Startup Team

    Leadership plays a crucial role in the success of any startup. For small teams scaling from a proof of concept (PoC) to…

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