Particle.news
Download on the App Store

Developer Says AI Agents Helped Ship 10,000 Lines in 3 Days, Recasting the Coder’s Role

The coverage presents AI development as constraint-driven work that progresses from deep planning to execution.

Overview

  • The practitioner reports opening a pull request with 10,000 lines of functional, tested code in three days using AI agents.
  • The author contends productivity now hinges on attention and oversight rather than typing speed, urging developers to adopt agent workflows to stay competitive.
  • The proposed governance centers on an AGENTS.md file that fixes stack versions, codifies methodology and patterns, and lists actions agents must avoid.
  • The prompting method favors long, explicit instructions produced via voice dictation to remove ambiguity, treating the agent like a junior colleague left with thorough guidance.
  • A complementary guide outlines a three-phase approach—interactive planning, a standalone implementation plan, then implementation—with roughly 75% of effort in the first two phases and higher-reasoning models used early.