AI

How AI actually works, and how to make it behave beyond vibe-coding.

Apr 30, 202612 min readNadia Makarevich
How AI Remembers and Why It Forgets: Part 2. Tools and Agents
What are AI tools and agents really, and how do they keep Context in check? Let's poke around Claude Code, do a few experiments, and find out!
AI
Apr 7, 202615 min readNadia Makarevich
How AI Remembers and Why It Forgets: Part 1. The Context Problem
How does AI actually remember things between messages, and why does it forget halfway through? I ran a few experiments on Claude Sonnet and GPT-5 and wrote down what I saw.
AI
Feb 4, 202627 min readNadia Makarevich
Debugging with AI: Can It Replace an Experienced Developer?
Can AI actually debug complex React/Next.js issues? I tested it on three real bugs, investigated the root cause myself and wrote down the results.
AI React