Ai on Lorbic

How Multi-Tenant SaaS Actually Works

Wed, 01 Jul 2026 00:00:00 +0530

For the past month I have been reading about multi-tenant SaaS architecture. Not as an academic exercise. I kept running into the same questions on every project I looked at: where exactly does tenant data go, how do you stop one customer’s bug from becoming every customer’s problem, how does billing actually work at the database level. The blog posts I found were either too abstract or skipped the hard parts entirely.

AI Coding in 2026: Productivity Multipliers vs. Skill Replacements

Sat, 28 Mar 2026 23:00:00 +0530

“Write a REST API with authentication”.

I hit enter. Thirty seconds later, Claude spat out 400 lines of perfectly formatted Go code. JWT middleware, password hashing, error handling, even rate limiting. It looked professional. It looked production-ready.

It took me three hours to figure out why the token refresh logic had a race condition.

This is AI-assisted coding in 2026. It’s not magic. It’s not a replacement. It’s a very fast junior developer that never gets tired, never complains, and confidently makes mistakes you won’t catch unless you actually understand the architectural nuances of what you’re building.

I Added Session Management to Aider

Thu, 15 Jan 2026 20:30:00 +0530

I’ve been using aider as my primary AI coding assistant for a while now. It’s the one tool that actually fits my workflow: terminal-based, Git-native, and it works directly on my local files. No copy-pasting into web forms. No context windows that forget everything. And not waiting for agents to keep thinking.

But it was missing one thing that drove me crazy.

The Problem: Context Evaporates

Here’s the scenario. I’m deep into a complex refactor. I’ve added 15 files to the chat, built up tons of context with the model, and we’re making real progress.

Setting Up Llama 2 with Docker on Your Gaming Laptop Using Ollama

Sat, 02 Dec 2023 13:40:01 +0000

This article is simple guide on setting up Llama 2, a powerful large language model, on your gaming laptop using Docker and the Ollama platform. Ollama makes it very easy to run many LLMs locally. In this detailed article, I’ll cover each step, such as Ollama installation and ease of interaction through a Chat GPT-like UI. Before we go into the technical details, let’s understand what a large language model is.