Field notes from real cohorts

The Adaptly Blog

What good cybersecurity training actually looks like - and what gets in the way. Written by practitioners who've run the sessions

Training & Instruction

4 posts
Training & Instruction
Keshet Shiri 5 min read

A Cohort Can Look Healthy While Three Students Are Already Lost

A healthy-looking cohort and a healthy cohort are not the same thing. The dashboard measures the average, and the average is exactly where the people in trouble hide.

Completion Metrics Instructor Visibility Mixed-Skill Cohorts Cybersecurity Training
Training & Instruction
Keshet Shiri 4 min read

The Room Was Doing More Work Than You Think

A physical training room quietly supplies a safety net no LMS was ever built to provide. Moving a cohort online doesn't just remove that net - the dashboard just stops telling you it's gone.

Remote Training Instructor Visibility LMS Limitations Cybersecurity Training
Training & Instruction
Keshet Shiri 7 min read

What Certification Prep Borrowed From the Classroom - and What It Should Reconsider

Most certification prep programmes borrowed their delivery structure from the classroom. Some of what they carried over deserves a harder look — because the context is different, the stakes are different, and the students are different.

Assessment Design Instructional Desig Instructor Insights
Training & Instruction
Keshet Shiri 5 min read

Running Blind: What We Lost When Training Moved Online

When you're running a training session in a physical classroom, the real signal isn't in the lecture room — it's in the exercise room. And that one only works because you're physically in it.

Online Learning / Remote Labs Instructor Visibility Cybersecurity Training

Learning Design

4 posts
Learning Design
Keshet Shiri 6 min read

What actually happens when 50 students are all doing different things at once

The lab is where visibility starts to break down. Parallel work outruns serial attention, and one instructor can only witness one thing at a time.

Instructor Ratio Mixed-Skill Cohorts LMS Limitations Cybersecurity Training
Learning Design
Keshet Shiri 7 min read

Doubling the Cohort Means Doubling the Headcount

If you run a hands-on cybersecurity training programme, you already know where growth stops. It stops at the support model.

Instructor Ratio Scaling Cohorts Training Economics Cybersecurity Training
Learning Design
Keshet Shiri 7 min read

The 4 Moments in a Lab Session Where an Intervention Actually Works - and Why Most Platforms Miss Them

There are specific moments in a learning session where an intervention actually lands. Most platforms are structured to miss all of them.

Cognitive Load Formative Assessment LMS Limitations Lab-Based Learning Cybersecurity Training
Learning Design
Keshet Shiri 8 min read

Why Mixed-Skill Cohorts Keep Underperforming - and What Pacing Has to Do With It

Every cohort is a range. Almost every training programme responds the same way: pick a pace, accept it won't work for everyone, and move on. There's a better structural question to ask.

Cohort Training Pacing Mixed-Skill Learning Cybersecurity Training

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