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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.…
Mar 02, 2026
8 min read
code
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…
Feb 02, 2026
6 min read
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TL;DR - Real-time pub/sub dashboard and UI - AWS Bedrock + Ollama AI support - Rust MCP server with multi-context isolation - Composite hub integrating any MCP servers you choose - 900 + MCP servers,…
Oct 24, 2025
6 min read
code
Most teams still feel trapped between “fast” and “right.” We don’t buy that trade. We use AI to move quickly. Experts ensure things are done correctly. Experience helps us decide when each belongs in…
Oct 02, 2025
7 min read
code
We build agents and software in the open. The repo is here: aws-ai-agent-bus. <https://github.com/baur-software/aws-ai-agent-bus/>, and our blog post here. That work shaped this view. Conversational…
Sep 26, 2025
8 min read
code
What if using AI everywhere isn’t the smartest move? The truth is, you don’t “AI everything” and win. In practice, sometimes it’s the fastest way forward. Other times it’s the wrong tool entirely.…
Sep 16, 2025
7 min read
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How we built a comprehensive analytics reporting system with secure credential management, interactive setup, and enterprise-grade architecture --- The Challenge: Analytics at Scale with Security…
Sep 04, 2025
16 min read
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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…
Aug 18, 2025
5 min read