AI & Infrastructure

AI beat every human engineer — infrastructure keeps breaking

Claude Opus 4.5 scored 80.9% on SWE-bench. Forbes: 'the year systems broke.'

December 6, 2025 4 min read

Anthropic's Claude Opus 4.5 became the first AI to break 80% on SWE-bench, beating every human on Anthropic's engineering exam. Same week, Forbes declared 2025 "the Year Systems Broke." We built AI that writes better code than humans — then deployed it on infrastructure that can't keep running.

The milestone

80.9% on SWE-bench Verified — real GitHub issues, not toy problems. Beat every human on Anthropic's two-hour engineering exam. Not autocomplete: reads bug reports, navigates unknown codebases, writes and validates fixes.

The 2025 scorecard

  • 7 Chrome zero-days
  • 3 record DDoS attacks (3.8 → 22.2 → 31.4 Tbps)
  • 86 ransomware incidents in October alone
  • AWS: 15-hour outage. Azure: 9 days later.
  • CrowdStrike insider: $25K

The disconnect

AI capability outpacing infrastructure resilience. We're installing a Formula 1 engine in a car with bald tires.

  1. Use AI to fix infrastructure, not just build features.
  2. Invest in resilience before capability.
  3. Better code doesn't fix broken operations.