Autonomy crept further into the defaults as Anthropic set Claude Code’s Auto Mode to on by default, while agent tooling matured with Shepherd’s fork/replay substrate. Infra thinking was front‑and‑center too—Red Hat’s CPU/GPU split for inference and ORCA’s calibrated reasoning savings—against a stark energy reality check from Amazon’s massive off‑grid gas plant for AI compute.