RAG Architecture Deep Dive: Building Production-Ready Retrieval-Augmented Generation Systems
on Rag, Llm, Ai, Vector database, Machine learning, Nlp
on Rag, Llm, Ai, Vector database, Machine learning, Nlp
on Gitops, Argocd, Kubernetes, Devops, Ci/cd, Automation
on Devsecops, Security, Ci/cd, Devops, Sast, Dast, Container security
on Security, Zero trust, Iam, Ztna, Cloudflare, Oauth, Mtls, Devsecops
The old security model—trust the network, guard the perimeter—is dead. Zero Trust flips it: trust nothing, verify everything, assume breach.
on Python, Python 3.13, Gil, Jit, Performance, Free threading, Cpython
Python 3.13 shipped with two experimental features that could reshape Python performance: free-threaded mode (no GIL) and a JIT compiler. Here’s what works, what doesn’t, and how to try it.