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Programming2026-04-15

Write less code , stacked PRs , bugs on the Moon

The discourse around AI-assisted programming often advocates for a balanced approach: using AI for tedious tasks while developers personally craft ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ...
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Write less code , stacked PRs , bugs on the Moon
**TL;DR** - Writing less code becoming deliberate engineering strategy; stacked PRs reduce review friction; economics of building for the Moon.

The 10-Second Pitch

  • Elite engineering teams deliberately writing less code by using AI to handle boilerplate and patterns
  • Stacked PRs (small, dependent commits) reduce cognitive load on code reviewers and improve review quality
  • Building for Moon (or Mars) requires rethinking every assumption about compute, power, and fault tolerance

Setup in 3 Steps

1. Challenge your team assumption that more code equals more value - refactor for deletability, not just functionality

2. Implement stacked PRs using tools like Graphite or linear.app if doing code review at scale

3. Study NASA software standards for space deployments - most rigorous reliability requirements in existence

**Example Prompt:**

Design a code review process using stacked PRs and AI pre-review to reduce reviewer cognitive load.

Verdict

ProsCons
Writing less code is a legitimate strategyMaintenance burden does not disappear when you use AI

Best code is code you did not write. Second best code is code that is easy to delete.

Related Dispatches
Put this into production
Stacked PRs genuinely improve review qualityStacked PRs require tooling investment
Space software standards worth studyingMost teams do not have NASA reliability requirements