AI's impact on engineering

AI & agents › AI’s impact on engineering · topic id ai/ai-and-engineering · 9 articles · generated, edit catalog.jsonl or notes/ instead

How AI changes the development lifecycle, teams and open source (DORA, ADLC, Linux).

Picks to read (3)

• Your Developers Aren’t Slow. Your Organization Is — Jekaterina Jegoscenko
  your-developers-aren-t-slow-your-organization-is · to-read ★ pick · 2026-11-08 · in issue 2026-11-08
• The Lifecycle of LLM-as-a-Judge: Building, Aligning, and Monitoring at Scale — Netflix TechBlog
  the-lifecycle-of-llm-as-a-judge-building-aligning-and-monitoring-at-sc · to-read ★ pick · 2026-11-07 · #evals · in issue 2026-11-07
• Anthropic Ditched Git After Agents Pushed 30,000 Changes a Day — David Lee
  anthropic-ditched-git-after-agents-pushed-30-000-changes-a-day · to-read ★ pick · 2026-11-01 · #anthropic · in issue 2026-11-01, 2026-11-07

To read (6)

• Linus Torvalds Didn’t Expect This When AI Started Reviewing Linux — Noah Byteforge
  linus-torvalds-didn-t-expect-this-when-ai-started-reviewing-linux · to-read · 2026-11-07 · in issue 2026-11-07
• Inside the ADLC how an AI native development lifecycle works
  inside-the-adlc-how-an-ai-native-development-lifecycle-works · to-read · 2026-05-05
• AI PMs at Netflix don’t write PRDs here’s what they actually do
  ai-pms-at-netflix-don-t-write-prds-here-s-what-they-actually-do · to-read · 2026-04-12 · #netflix
• DORA: State of AI-assisted Software Development 2025
  dora-state-of-ai-assisted-software-development-2025 · to-read · 2026-01-03
• TypeScript, Python, and the AI feedback loop changing software development
  typescript-python-and-the-ai-feedback-loop-changing-software-developme · to-read · 2025-11-14
• Anthropic: the impact of AI on software development
  anthropic-the-impact-of-ai-on-software-development · to-read · 2025-04-29 · #anthropic