Open source initiatives Baur Software is maintaining
AI vendors are selling token economies the way telcos sold long distance minutes. Right before the infrastructure made the metering model indefensible. Here’s what comes after it. That pattern has held for sixty years. Every abstraction relocated expertise upward. The agent layer is where it gets tested, because this time the abstraction doesn’t reach your … Read more
Open up Claude Code on a new project and start prompting. It’ll work. You’ll get code, suggestions, refactors. But watch closely and you’ll notice something: Claude is making assumptions everywhere. About your folder structure. Your testing conventions. Your preferred error handling patterns. How you name things. Where things go. It’s like onboarding a new developer … Read more
“Help me with a presentation.” Five words, zero useful context. Claude will give you something back, but it’s essentially guessing your audience, your goals, and your format all at once. Compare that to a prompt that specifies ten slides, a quarterly sales audience, and three key topics. Same model, wildly different output. We’ve been using … Read more
I’ve spent the last six years building production AI infrastructure for Baur Software. Not the kind you see in LinkedIn carousel posts with perfect Mermaid diagrams. The kind that runs unattended overnight, manages real AWS resources, and hasn’t deleted anything important. Yet. The gap between “works on my machine” and “I trust this with production … Read more
Build AI-native, event-driven workflows on the Model Context Protocol (MCP).
Our Rust-based AWS AI Agent Bus connects 900 + MCP servers into a multi-context automation platform—an open-source alternative to Make and Zapier built for the AI era.
Want results fast without waste? We blend AI, experts, and experience to deliver in weeks—often at a third of the cost of non-strategic tech partners.
Conversational and video-aware AI aren’t sci-fi; they’re classic interaction design in a new medium. Make intent legible, show state, and keep OFF unmistakable.
Discover how Baur Software scales AI responsibly with purpose-built models, governance, and insights. AI fast, experts right, insights when.
The content discusses the development of a secure and comprehensive Google Analytics reporting system using AWS AI Agent Bus, addressing the common challenges of analytics at scale. Key components include secure credential management with AWS Secrets Manager, automated setup processes, and production-ready reports. The system enhances developer experience while ensuring enterprise-grade security.
Run scalable, production-ready AI assistants on Amazon Web Services for as little as $10/month. Today we’re releasing something we’ve been working toward for a long time: AWS AI Agent Bus, a fully open source infrastructure framework for running AI agent meshes on Amazon Web Services. With this project, our goal is to make it practical—and … Read more