01

Evidence before inference

Health checks and routine system observations belong in predictable tools. A language model helps explain evidence and prepare plans.

02

Memory safety, with perspective

Rust provides compile-time guarantees for safe Rust code. Dependencies, unsafe code, configuration and application logic still require review.

03

One system, understandable changes

NixOS configuration describes the base system. Generations make configuration history visible and help operators recover from a failed change.

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