Careers

• The Three Paths: How Engineers Are Navigating the AI Transition March 6, 2026

  Engineers are splitting into three groups in response to AI: Path 1 (adapting and thriving), Path 2 (struggling but reachable), and Path 3 (in crisis). Updated 6 March 2026 with GPT-5.4 release pressures and a pointed question about whether junior engineers skipping the craft stage breaks the accumulated-context argument.

• The Future of Engineering Jobs: What AI Is Actually Changing March 6, 2026

  AI is actively reshaping engineering headcounts -- not just productivity. This week: Anthropic's first-party labor market research finds hiring of younger workers already slowing in AI-exposed roles, even as headline unemployment holds steady.