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Lessons for Agentic Coding: What should we do when code is cheap?

4 hours ago
  • #AI_agents
  • #software_development
  • #agentic_coding
  • Implement to learn: Use Spec-Driven Development but improve specs by writing cheap code to surface unconsidered decisions.
  • Rebuild often: Iterate and explore ideas through frequent implementation and reinvention to leverage cheap code.
  • Invest in end-to-end tests: Focus on behavioral contracts that allow freedom to rebuild without breaking product functions.
  • Document intent: Capture the reasoning behind decisions to guide consistent direction for you and your agent.
  • Keep your specs in sync: Update spec files continuously to capture learnings and ease frequent rebuilds.
  • Find the hard stuff: Identify and focus on challenging aspects like intuitive design, performance, and security for value creation.
  • Automate everything that's easy: Minimize time on easy tasks by automating them to spend more on hard work, but avoid overcomplication.
  • Develop your taste: Rely on your own feedback and domain knowledge when code is fast, but feedback is slow.
  • Agents amplify experience: Use technical expertise and intuition in prompts to save cycles and reduce unnecessary agent exploration.
  • Code is cheap, but maintenance, support, and security aren't: Build quickly while being mindful of long-term responsibilities and costs.