Premium Videos

Fresh insights on AI-powered development

I Gave 6 Strong LLMs a LARGER Code Review Task
Oct 31, 2026 • 11 min video

I Gave 6 Strong LLMs a LARGER Code Review Task

11-minute video for Premium members. I have hidden 41 *behavior* bugs (not syntax) in a 10k LoC codebase and gave a pretty vague prompt to LLMs to find those bugs. Which scored best?

I Tested PARALLEL Sub-Agents for Separate Tasks: Worth it?
Oct 25, 2026 • 8 min video

I Tested PARALLEL Sub-Agents for Separate Tasks: Worth it?

8-minute video for Premium members. One of the main benefits of subagents seems to be running in parallel, to potentially save time. So I ran two small experiments with/without sub-agents and compare the speed/cost.

Orbs by Amp Code: No Need for Local Claude/Codex Anymore?
Oct 20, 2026 • 11 min video

Orbs by Amp Code: No Need for Local Claude/Codex Anymore?

11-minute video for Premium members. My first impression trying out Orbs - virtual Amp environments where your AI prompt is running and then properly TESTED, sending images/videos for you to approve. So, you don't need to open any local AI agent. But how does it ACTUALLY work?

Don't Allow AI Agent to Write LONG Files: Git Pre-Commit Hooks
Oct 19, 2026 • 7 min video

Don't Allow AI Agent to Write LONG Files: Git Pre-Commit Hooks

7-minute video for Premium members. I tried the prompt suggested by Matt Pocock on Twitter on a real project. It's a part of a broader direction to use *deterministic* checks instead of relying on skills/prompts/guidelines to verify agent's work.

Codex CLI: My Favorite 14 Tips and Tricks
Oct 10, 2026 • 6 min read

Codex CLI: My Favorite 14 Tips and Tricks

Codex CLI has plenty of useful features that are easy to miss. I've put together 14 practical tips and tricks to help you get more out of it.

I Tried /retro from Matt Pocock Skills v1.3
Oct 6, 2026 • 11 min video

I Tried /retro from Matt Pocock Skills v1.3

11-minute video for Premium members. New v1.3 from very popular Matt's skills adds /retro to improve how your agent will work in the FUTURE sessions after the current one. I've tested before/after on a real project.

Povilas Korop

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