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15 Principles
Edition 1 · 2026
Before you touch a single tool, get the mindset right first.
It's easy to jump into AI tools before you know how to operate them. This free guide gives you the 15 principles that separate operators who compound results from operators who keep starting over.
01
One Thing at a Time
LLMs dilute attention across multi-part requests. One clear task gets full coherence on that task.
Within Your Control
04
Fluency Isn't Accuracy
Confident, well-written output isn't the same as correct output. Verify anything factual, numeric, or client-facing.
Catch It Early
07
Write a Brief, Not a Request
Context → Goal → Constraints → Format. The more senior the output you want, the more senior the brief you write.
Within Your Control
15
Your Judgment IS the Product
AI cannot replicate your domain expertise, your ethics, or your instinct for when something is wrong.
Your Edge
+ 11 more principles inside the free guide
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The Agent Operator Guide
$57
"The most valuable person in the age of AI agents isn't the one who builds them. It's the one who knows how to run them."
— The Agent Operator Guide · Christina Dills, Founder Smart Edge Technologies
What's Inside The Free Guide
15 principles. Zero fluff.
01
Within Your Control
One Thing at a Time
LLMs dilute attention across multi-part requests. One clear task gets full coherence on that task.
02
Within Your Control
You're Onboarding a New Hire Every Session
There's no continuity between sessions unless you build it. Brief it like a smart temp, every time.
03
Within Your Control
Reviewer Over Prompter
Your value is in judgment, not generation. Compounding good outputs beats regenerating mediocre ones.
04
Catch It Early
Fluency Isn't Accuracy
Confident, well-written output isn't the same as correct output. Verify anything factual, numeric, or client-facing before it leaves your hands.
05
Within Your Control
Build on the Chat
Starting a new chat is like firing your most informed team member. Context compounds.
06
Within Your Control
The Devil is in the Details
Memory architecture determines whether agents compound intelligence or reset to zero each run.
07
Within Your Control
Write a Brief, Not a Request
Context → Goal → Constraints → Format. The more senior the output, the more senior the brief.
08
Within Your Control
Tell It What NOT to Do
Exclusions force the model off autopilot. One constraint sentence can transform output quality immediately.
09
Catch It Early
The Smell Test
If the first paragraph is off, the whole output will be. Intervene early — it saves the whole run.
10
Within Your Control
Manual Before Automated
You can't evaluate what you've never done. Manual first builds the judgment to supervise.
11
Within Your Control
Build Checkpoints In
Human review gates mid-workflow catch drift before it becomes a disaster you have to undo.
12
Judgment Call
Not Everything Should Be Automated
Ask what happens if this runs unsupervised and is wrong. If the answer is "a real problem," that's a human-in-the-loop process, not a full automation.
13
Within Your Control
Watch for Bias, Not Just Errors
An output can be factually correct and still be skewed. Auditing for bias is a distinct check from auditing for accuracy.
14
The Long View
Treat AI Use Like a Budget Line, Not a Free Utility
Every agent you run has a real cost — compute, tooling, your oversight time. Track it like any other line item.
15
Your Edge
Your Judgment IS the Product
AI cannot replicate your domain expertise, your ethical compass, or your instinct for when something is wrong.
Also Inside
Your Operator Session Diagnostic
3 questions to run before every AI session — so the common failures never get started.
Next Steps
Ready to go further?
This guide gives you the mindset. The cohort gives you the practice.
Christina Dills
Founder & CEO, Smart Edge Technologies
Harvard Data Science Review · Columbia University AI/ML & Robotics · IBM Certified · Microsoft 13 Years
SBDC Award Winner · Synapse Innovation Challenge Winner · Founder, AIforGood.us · Based at Embarc Collective, Tampa FL
SBDC Award Winner · Synapse Innovation Challenge Winner · Founder, AIforGood.us · Based at Embarc Collective, Tampa FL