Agile
AI Agents
Issam Gharios - Founder
Nov 6, 2025
Every “Learn AI” session I’ve attended starts the same way — by defining things to the letter.
Before anyone writes a single line of code, we explain what each term means, what the data represents, and exactly what outcome we expect.
We give AI context before we give it a job. But when it comes to people, we skip that step entirely.
The Human Context Gap
We pull 5–10 people into a room, throw an idea or a problem at them, and somehow expect it to just work.
No shared understanding of why we’re here. No clear definition of success. No context on how this connects to the bigger picture.
Then we wonder why the output feels disconnected, or why people leave the meeting more confused than when they joined.
Humans, just like AI, perform better with clear inputs. Without context, everyone’s guessing. And when everyone’s guessing, alignment is just luck.
Context Isn’t Overhead - It’s the Multiplier
We often treat context as “extra.” Something we’ll explain later, once we get going.
But that’s backward. Context is what makes the work effective.
It gives people the why, not just the what. It prevents rework, keeps discussions focused, and gives creativity the right boundaries to thrive.
The best teams I’ve worked with weren’t the fastest or the most technical — they were the ones who shared context so well that decisions almost made themselves.
The AI Parallel
In AI, a model without context is basically guessing. Add structure, examples, and clarity. Suddenly, it performs at a higher level.
The same applies to people. Without context, we default to habits, assumptions, and misalignment. With it, teams move faster, make better decisions, and spend less time correcting avoidable mistakes.
Coach Sensai and Context Delivery
Coach Sensai is about Ceremony Intelligence — helping teams get more out of the meetings they already have. At its core, it’s about delivering context. Making sure everyone walks into a conversation knowing what matters, what’s changed, and what needs attention.
The fastest way to waste time is to start a meeting without shared understanding.
Prep Scripts fix that before the meeting starts.
Recap Scripts reinforce it after the meeting ends.
That’s what Ceremony Intelligence really is: context, delivered at the right time.
Finally
We spend months teaching machines how to understand our intent. It’s time we put the same effort into helping humans understand each other.
Good AI runs on good data and proper context Good teams need the same