Show HN: AI Coding Engineers that evolve with you (hatchery.shelter41.com)

Hatchery has introduced a groundbreaking approach to AI coding engineers by transitioning them from being mere disposable tools to continuously evolving engineering assets. This innovative platform emphasizes the importance of engineering memory, allowing AI agents to accumulate workspace context and improve over time through learned experiences. Unlike traditional orchestration runtimes, Hatchery's design incorporates named workers with product personas, enabling users to work with persistent AI engineers in various settings, including private deployments on-premises or in the cloud. The significance of Hatchery lies in its potential to transform how software development teams collaborate, particularly in AI engineering contexts. With a focus on task-scoped retention and a design that adapits to user needs, Hatchery enables a more autonomous engineering experience. By integrating with popular collaboration tools such as Slack and Linear, as well as offering a desktop application, Hatchery positions itself as a valuable resource for both individual developers and larger teams aiming to enhance productivity and innovation in AI/ML projects.