Multi-Vector Multimodal RAG - The Upgrade Your RAG Pipelines Need
I was building a document search system when something odd happened. The retrieval scores looked fine - cosine similarities in the 0.85+ range, top-5 results all semantically relevant. But the LLM …
Read More: Multi-Vector Multimodal RAG - The Upgrade Your RAG Pipelines Need
Less Is More - How My Tech Stack Got Leaner and Meaner
I had a Kubernetes cluster running inside my NAS. ArgoCD managing deployments. Cloudflare Zero Trust handling ingress. On paper, it was an enterprise-grade homelab. In practice, it was an …
Read More: Less Is More - How My Tech Stack Got Leaner and Meaner
Scaled Agile Framework
I’m not SAFe-certified. However, as an Agile enthusiast who has scaled engineering teams and delivered complex products, I’ve studied SAFe extensively and found it to be the most …
Read More: Scaled Agile Framework
Tech Debt: From a Technical Jargon to Real-World Impacts
I recently gave a presentation at my company about tech debt - sharing knowledge, techniques, and experiences on how to manage it properly and efficiently. The response convinced me to write this up …
Read More: Tech Debt: From a Technical Jargon to Real-World Impacts