GitOps with ArgoCD: The Complete Guide to Kubernetes Deployment Automation
on Gitops, Argocd, Kubernetes, Devops, Ci/cd, Automation
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.
in AI on Llm, Fine-tuning, Machine learning, Ai, Lora, Qlora, Openai, Hugging face
Prompt engineering gets you 80% of the way. Fine-tuning gets you the last 20%—but it’s expensive and easy to mess up. Here’s when it makes sense and how to do it right.