Behind the Prompt: The Mechanics of LLM Inference
LLM Inference Inside Modern LLM Inference What Really Happens Before Large Language Models Answer? You type a prompt, wait for a brief moment, and...
2026, Jun 06 — 23 minute readLLM Inference Inside Modern LLM Inference What Really Happens Before Large Language Models Answer? You type a prompt, wait for a brief moment, and...
2026, Jun 06 — 23 minute readFor many years, the data center network was built for application traffic. Web servers talked to app servers, app servers talked to databases, storage...
2026, May 16 — 20 minute readGit Production Workflow Notes These are practical Git notes based on the branch, merge, rebase, recovery, and push scenarios practiced in an example repository....
2026, May 02 — 39 minute readThe idea behind this write-up is to gather basic information and put it in the form of quick notes — so anyone reading it,...
2026, Apr 11 — 27 minute readConventional network monitoring systems are good at detecting failure. They are considerably less good at explaining it. When a BGP session drops, an alert...
2026, Mar 29 — 29 minute readThis document is intentionally long, explicit, and procedural. It reflects real screenshots captured from a live Microsoft 365 tenant, in the exact sequence they...
2025, Nov 03 — 8 minute readAKS Architecture & Concepts - Part 3 Create Templates for Kubernetes with Helm Charts Helm is the package manager for Kubernetes, enabling you to...
2022, Oct 30 — 3 minute readAKS Architecture & Concepts - Part 2 AD Authentication and Role Based Access Control for AKS Securing your Kubernetes clusters is critical for enterprise...
2022, Oct 30 — 4 minute read