A Anthropic lançou o Claude Opus 4.7 com foco em melhoria de desempenho em tarefas complexas, principalmente engenharia de software e análise multimodal. Até aqui, nada fora do padrão recente da indústria. O ponto relevante está em outro lugar. O Opus 4.7 não é o modelo mais avançado que eles possuem. Existe um modelo chamado … Read more
When the Toolchain Turns Against You Every now and then the industry reminds us that the threat is not always on the other side of the wire. Sometimes the danger sits quietly inside the very tools we trust, disguised as productivity boosters, pretty themes or harmless helper libraries. This week delivered one of those reminders, … Read more
Building a Local-First AI Stack on Mac M-Series There are two kinds of people in tech today: those who rely entirely on cloud AI… and those who build their own stack, tune their own tools, and sleep better knowing everything runs under their roof. I’ve lived long enough in this industry to see the pendulum … Read more
There’s a quiet war happening in tech right now. On one side, there’s the corporate machine: subscription-only tools, vendor lock-in, opaque AI pipelines, and dashboards designed to look “clean” while hiding all the internals that actually matter. On the other side, you have something I care about deeply: technical sovereignty. Owning what you run. Knowing … Read more