Infrastructure Breakthrough - Nov Update

We've got big news this month. Practical AI for Security wrapped up with results that exceeded expectations, we're making serious progress on infrastructure that'll change how students learn, and the streams keep rolling. Let's get into it.

Table of Contents

• Practical AI for Security Was a Hit

• Infrastructure Breakthrough: Custom Model Access C …

• Streams Continue: Schedule Updates

• Black Friday Sale Coming

Practical AI for Security Was a Hit

The course just wrapped and the feedback hit different.

One student said: "This course may be the most significant of every that I've taken."

That's the kind of thing you hear when training actually lands. Not because we hyped AI as the magic solution, but because we showed people how to use it without becoming dependent on it, how to spot when it's lying to you, and how to integrate it into real workflows without compromising security!

Next cohort launches early 2026. If you missed this one, you won't want to miss the next.

If you’d like to grab the course with recordings here for now, you still can before we take it offline.

Infrastructure Breakthrough: Custom Model Access Coming Soon for On-Demand AI Content

We expected it would take months to get on-demand model hosting working so students could access our custom security-focused AI model whenever they needed it.

We got it working yesterday - Nov 5th. The model now works completely on-demand within the training platform per student.

Stay tuned. We'll have concrete details soon, but this is moving faster than planned and we're here for it. Possibly within weeks! 🤞

Big thanks to the CourseStack team for working on this with us!

Streams Continue: Schedule Updates

We hosted Reverse Engineering 3 last Saturday and it was solid. Lots of great questions and some deep analysis. Let’s keep it going!

Here's the updated stream calendar:

November 15th (moved from Nov 8th) - Reverse Engineering 4
November 22nd - Malware Analysis Home Lab Part 1
November 29th - Malware Analysis Home Lab Part 2

We multistream to Twitch, YouTube and X.

The malware home lab series is going to be super practical. If you've been wanting to set up your own isolated environment to run and analyze malware, this is your blueprint.

Black Friday Sale Coming

We're doing a Black Friday sale this year. Details coming soon, but if you've been waiting to grab a course or bundle at a discount be ready for closer to month end.

Keep an eye on your inbox and our Discord for the announcement.

That's it for November. Practical AI exceeded expectations, infrastructure is moving faster than planned, streams are on schedule, and Black Friday is coming.

See you on the streams.

The Level Effect Team