Entrada destacada

Guía Definitiva: Aplicaciones de la Inteligencia Artificial (IA) y Machine Learning

Imagen
La Inteligencia Artificial: Transformando Industrias con Machine Learning Vivimos en una era de cambio tecnológico vertiginoso, donde la capacidad de las máquinas para imitar la inteligencia humana ya no es ciencia ficción, sino una realidad operativa. La Inteligencia Artificial (IA) se ha consolidado como la fuerza motriz detrás de la próxima ola de innovación global, redefiniendo cómo trabajamos, cómo nos comunicamos y cómo vivimos. Comprender el alcance de estas tecnologías es crucial para cualquier profesional o negocio que busque mantenerse a la vanguardia. Este campo, vastísimo y en constante evolución, abarca desde algoritmos predictivos hasta sistemas autónomos complejos. El concepto de IA ha madurado significativamente gracias a avances en el procesamiento de grandes volúmenes de datos. Ya no se trata solo de automatizar tareas simples; hablamos de sistemas capaces de aprender, razonar y tomar decisiones en entornos complejos. El Machine Learning, un subcampo vital de la IA,...

Show HN: mirrord – run your local code in the context of your cloud environment https://ift.tt/SKcwO7b

Show HN: mirrord – run your local code in the context of your cloud environment Hey everyone, I’m Eyal, co-founder and CTO of MetalBear, the company behind mirrord. We’ve recently released version 3.0 of mirrord - it’s the first version of the product that we believe can provide daily value for backend developers. mirrord is a free, open-source (MIT) product that cuts your development loops by making it easier and faster for your local code to “meet” your cloud environment. mirrord lets you “plug” your local process into your Kubernetes cluster. When you run your process with mirrord, it completely wraps your process in the context of the corresponding service on your cluster - it essentially proxies all of your process’ input/output to the remote pod, from network traffic to file access to environment variables, so that you can keep running your process from the familiar comfort of your local environment, but with input, configuration, and state from the cloud. While mirrord can be used in a lot of ways, our ideal use case is for it to be used for concurrent work on a shared, mature development or staging environment. Instead of maintaining multiple environments, each with its own state, maintenance, and cloud costs, organizations can now leverage a single well-maintained production-like environment for use by multiple developers or teams. mirrord is written in Rust, and the technology behind it is quite interesting (and we actually wrote some blog posts about it, see in our company blog [1]): - mirrord injects itself into the executed process, hooking most of the libc APIs, then decides what to run locally and what to run remotely - This lets us run only a specific process in the context of the remote environment, unlike similar solutions which use VPN or edit system files - In order to hook functions, it uses the fantastic Frida framework As for our business model, we plan to launch a managed service to complement the open-source offering of mirrord. The service is intended to help you manage the use of the product in a team/enterprise context. We would love your feedback, and would appreciate your support by: - Trying out mirrord [2]! - Joining our Backend Engineers Discord community [3] - Telling your friends - Contributing to our codebase or opening issues [4] Let me know what you think! [1] https://ift.tt/xbYwtTi [2] https://ift.tt/VYnGtJ0 [3] https://ift.tt/rWN2XEz [4] https://ift.tt/WFHGndR https://mirrord.dev October 24, 2022 at 02:58PM

Comentarios