How to Design Your Knowledge Base for RAG
FeaturedA practical framework for designing knowledge bases that power RAG systems. Covers when to use BM25, vector databases, and knowledge graphs.
AI & ML#ai#rag#llm
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January 20, 2026 • 9 min read
Thoughts, insights, and learnings from my journey
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How to Design Your Knowledge Base for RAG
FeaturedA practical framework for designing knowledge bases that power RAG systems. Covers when to use BM25, vector databases, and knowledge graphs.
+3 more
January 20, 2026 • 9 min read
Time: The Only Commodity That Matters
Time is the only resource we can never get back. More precious than money, scarcer than gold. As we chase status and consumption, we trade away the very thing that gives life meaning.
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January 1, 2026 • 4 min read
SaaS Isn't Dead: Why AI Won't Kill Good Software Businesses
The "SaaS is dead" narrative misses the point. When pricing is fair, promises are kept, and trust is earned, customers stay. AI changes who survives, not whether SaaS survives.
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December 2, 2025 • 5 min read
Where Enterprise Software Companies Should Actually Invest in AI
Forget the hype. Here's where AI agents, MCPs, and developer tools actually make sense for enterprise companies looking to capture real value.
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November 14, 2025 • 5 min read
Securing Multi-Cloud Kubernetes: Talos, KubeSpan, and Tailscale
FeaturedDeploy a production-ready multi-cloud Kubernetes cluster using Talos OS kexec hot-swap, KubeSpan encrypted mesh, and Tailscale-secured management.
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September 23, 2025 • 6 min read
Local LLM Hardware Guide 2025: Mac Studio vs. NVIDIA & Ryzen
A deep dive into building a personal AI lab. Comparing Mac Studio Unified Memory against NVIDIA clusters and Ryzen AI for running massive models like Qwen-3 and GLM-4.5 locally.
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July 30, 2025 • 8 min read