Concepts and frameworks

• Technical Debt

  Accumulated complexity and shortcuts in code that slow future development

• Product-Market Fit

  The state when a product satisfies strong market demand, evidenced by organic growth and retention. A critical milestone for startups that can be lost and must be recaptured as markets evolve.

• Feedback Loops

  Speed and quality of information flow from action to result in development processes

• Developer Productivity

  How much work developers can get done over time in a holistic, sustainable way

• Developer Experience (DevEx)

  What it's like to build software day-to-day for a developer, including friction, workflows, and support

• Cognitive Load

  The mental effort required to process and understand information

• Deployment Frequency

  How often code is deployed to production

• Code Review vs Writing Shift

  How AI tools change developer work from primarily writing code to primarily reviewing AI-generated code

• Technical Architecture as Strategy

  How technical implementation decisions determine long-term strategic options

• Continuous Integration/Continuous Deployment (CI/CD)

  Technical practices for automated testing and deployment

• Loosely Coupled Architecture

  System design that enables independent deployment and scaling

• DORA

  Four key metrics for measuring software delivery performance: deployment frequency, lead time, MTTR, and change fail rate

• SPACE

  Framework for measuring developer productivity across Satisfaction, Performance, Activity, Communication/Collaboration, and Efficiency/Flow