Sent a cold email lately?

"Project failed. Cost high."

Accurate? Yes.  Received well? No.

That's Robot Breath. You need a mint (Middleware).

#simplifiedtechnicalprogramming #betterthinkersnotbetterai #substack #PromptEngineering #XTwitter #theairabbithole #AgenticEngineering #chatgpt #grok

The root cause of LLM unreliability is the Input Layer.

This is the only layer that Non-Engineers and Non-Coders control.

Simplified Technical Programming is the standardization of the Input Layer you control.

#BetterThinkersNotBetterAI

#simplifiedtechnicalprogramming #PromptEngineering

Week_9T What is the Pragmatic Wrapper in AI? (Don’t Serve Raw Meat) How to interface higher consistency or reduced variance logic with human emotion using “Middleware.”

STP generates ""Meat"" (Cold, Hard Truth).

Humans need ""Bread"" (Social Pleasantries).

Don't serve raw meat.

Use the Pragmatic Wrapper.

Week 9: Making Logic Socially Acceptable.
open.substack.com/pub/jtnovelo...

#AgenticEngineering #XTwitter #substack #betterthinkersnotbetterai

You have the logic.
But if you send raw logic to your boss, you look like a jerk.

Week 9: The Pragmatic Wrapper

Tomorrow morning!

#theairabbithole #substack #PromptEngineering #grok #AgenticEngineering #betterthinkersnotbetterai #simplifiedtechnicalprogramming #firstonsubstack #Claude #chatgpt

Times are really bad in Los Angeles when you need the wheels off a shopping cart..

#simplifiedtechnicalprogramming
#betterthinkersnotbetterai

Wonder what #ChatGPT told them?!?

Week_8W How to Use Boolean Logic in AI Prompts (The Budget Gate Protocol) A step-by-step guide to building automated risk filters with IF/THEN logic.

Build a Bouncer for your AI.

Here is the "Budget Gate Protocol."

Use Boolean Logic (IF/THEN/ELSE) to auto-reject high-risk outputs before they happen.

open.substack.com/pub/jtnovelo...

#AgenticEngineering #PromptEngineering #grok #chatgpt #Claude #betterthinkersnotbetterai #theairabbithole

Build a Bouncer for your AI.

Here is the "Budget Gate Protocol."

Use Boolean Logic (IF/THEN/ELSE) to auto-reject high-risk outputs before they happen.

open.substack.com/pub/jtnovelo...

#AgenticEngineering #PromptEngineering #grok #chatgpt #Claude #betterthinkersnotbetterai #theairabbithole

You wouldn't wire a house without a circuit breaker. Why are you prompting without one?

Tomorrow: Simplified Technical Programming Week 8 Workflow: The Budget Gate.

How to automate safety.

#AI #betterthinkersnotbetterai #PromptEngineering #chatgpt #AgenticEngineering #Claude #grok

Week-8T What are Logic Gates in AI? (How to Stop Hallucinations) Teaching the AI to say “No” using Boolean Logic.

The AI is a "Yes Man." It wants to please you.

If you ask for a fact it doesn't have, it will invent one just to make you happy.

Week 8: Logic Gates. Teaching the AI to say "No."

open.substack.com/pub/jtnovelo...

#PromptEngineering #SimplifiedTechnicalProgramming #BetterThinkersNotBetterai

#NewThing

High dimensional manifold representations…

Had the ol’ AI Machines render a high dimensional representation of the chat window..

The Nodes represent topic clusters and density.

#grok #ClaudeAI #AgenticEngineering #betterthinkersnotbetterai #promptengineering #ContextEngineering

The value of a document is not its length. It is its Density.

High Signal. Zero Noise.

That is the Simplified Technical Programming Standard.

#simplifiedtechnicalprogramming #betterthinkersnotbetterai #substack #promptengineering #chatgpt #ClaudeAI #AgenticEngineering #ContextEngineering

A paragraph prompt is a blender drink.

A Stacked Prompt is a Burger.

Top Bun (Command).

Meat (Input).

Cheese (Constraint).

Tomorrow, we build the burger.
#SimplifiedTechnicalProgramming
#ContextEngineering
#promptengineering
#chatgpt
#gemini
#betterThinkersNotBetterAI