Yesterday I was auditing a batch of Crystal projects on my Fedora workstation, and it hit me how much the day-to-day code review threat model has shifted.

For years, if you wrote Crystal, your static analysis workflow was straightforward: you ran the compiler for type safety and Ameba for style …

Earlier tonight, my desktop fired a notification: upstream had tagged a new release for one of the packages I maintain in Fedora Copr. My background auditor had caught the new release tag from an Atom feed, compared it against my local RPM spec, and alerted me.

Yet nothing was committed …

Let us be real for a moment: we have all been burned by AI hallucinations.

You sit down, ask an LLM to write a helper script or refactor an awkward class, and it hands back something that looks strikingly professional. The indentation is crisp, variable names are elegant, and docstrings …

Hace ya varios meses se me ocurrió una idea para resolver una de las broncas más frustrantes cuando programas con inteligencia artificial. Llevo un buen rato probándola, puliéndola y echándole coco en proyectos reales de infraestructura y desarrollo core y, la neta, los resultados están bien perros. Hoy te quiero …

Últimamente, ha habido mucho drama en el ecosistema de Gémini para desarrollo o, digamos, para el uso de agentes para fines específicos.

Más que nada, ha habido mucho debate en cuanto a si los paquetes de Google AI Pro/Ultra son adecuados, de cuántos son los paquetes de tokens, cómo …