Side-by-side comparison of AI visibility scores, market position, and capabilities
Developer platform for Kubernetes-based microservices development that provides live auto-updating environments and team development intelligence.
Tilt is a developer platform that dramatically improves the local development experience for engineers building microservices and Kubernetes-native applications. The Tilt CLI watches for code changes across multiple services and automatically rebuilds, redeploys, and streams logs to a unified dashboard, enabling developers to work across many services simultaneously without manually orchestrating Docker builds and Kubernetes applies. The Tilt UI provides a visual overview of the entire local dev environment — every service, its health, logs, and recent changes — replacing scattered terminal windows. Tilt's smart rebuild logic skips unnecessary steps and uses file sync to push changes into running containers without full rebuilds, making the feedback loop fast enough for productive development. Acquired by Docker in 2022, Tilt has become a key component of the Docker desktop developer experience for Kubernetes workflows. It competes with Skaffold and Garden in the Kubernetes local development tooling market and has been adopted by major engineering teams at companies including Shopify, VMware, and Salesforce.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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