Memory size and memory bandwidth are two totally different things. One decides what you can load, the other decides how fast it runs
Here's why some expensive setups still feel slow
Here’s everything you need to know about local AI, minus the hype.
I’m gonna be straight with you about the models, the hardware, and when it’s actually smarter to stick with the cloud.
Watch this before you spend a dime.
Timestamps:
00:00 | Overview
00:32 | What Local Means
Seriously, the software engineer hiring process is so broken right now.
Devs now spend their days reviewing code and working with models, but hiring still runs on LeetCode and 5-7 interview rounds?
I post about what brands really pay and what creators leave on the table.
It reached a creator with 743,000 subscribers who could have gone to any agency. He messaged me, and we signed him.
I built a mini Claude Code in ~160 lines of Python, no frameworks.
Here’s the full tutorial, step by step, so you can see what’s really going on under the hood.
It’s way simpler than you think.
Timestamps:
00:00 Overview
00:30 What is an Agent
02:52 The Three Steps
03:21 Step 1: Calling an API
13:15 Step 2: Conversation History
17:08 Step 3: Tool Calling
28:09 Full Agent Build
