The New Rules of Software Engineering (Google DeepMind Lead)

TL;DR

• 1

  Code is no longer the main bottleneck: Logan says AI has made code generation fast enough that review, CI, test execution, and human coordination now slow teams down more than typing code does.

• 2

  The IDE is not dying, but it matters less: He expects engineers to spend more time in agent managers and review flows, while still needing editors for debugging, direct edits, and deeper inspection.

• 3

  Taste is becoming a core engineering skill: The best engineers know when to ask more questions and when to just build, cutting through the human "ping pong" that often delays product work.

• 4

  Agent context may become as important as test coverage: Logan describes a future of "agent coverage," where repos include design tradeoffs, chat threads, meeting notes, and specs so agents can act with full context.

• 5

  Your ambition should reset every few months: Because capabilities keep improving every two weeks, three months, or six months, he believes personal projects can now be scoped more like "mini companies" than side hacks.

• 6

  Proof of work matters even more in hiring: Open source still helps, but now candidates can also build complete products themselves, as long as they do not confuse outsourcing intelligence with outsourcing understanding.