Unpopular opinion: AI Agents are over-hyped.

Most companies and people don't need one.

A well designed workflow is faster, cheaper, and more reliable.

#betterthinkersnotbetterai #AgenticEngineering #chatgpt #linguisticsprogramming #PromptEngineering #ContextEngineering

Finally updated my GumRoad Store.

jt2131.gumroad.com

I feel better now!

#simplifiedtechnicalprogramming #betterthinkersnotbetterai #firstonsubstack #AgenticEngineering #chatgpt #linguisticsprogramming #XTwitter #theairabbithole #PromptEngineering #substack

Every word has a computational cost. "Token bloat" drains the context window and dilutes your core instruction.

Compress your language. Maximize informational density.

Clarity > Brevity.
#LinguisticsProgramming #TechTips #promptengineering

Upgrading hardware and code will not solve the AI Energy problem.

Efficiency starts with the USERS!

Stop Chatting, Start Programming with Natural Language.

#betterthinkersnotbetterai #linguisticsprogramming #simplifiedtechnicalprogramming #AgenticEngineering #chatgpt #PromptEngineering

AI User Shift: From "Chatting" to "Programming." Linguistics Programming applies software engineering principles—Primitives vocabulary, Logic Gates, Harmonic Stacks—to everyday language. This isn't prompt engineering; it's system architecture for the mind.
#LinguisticsProgramming #AI #PromptEngineer

Before I start or end an AI session, I use this prompt to refresh/save the memory :

AUDIT File history and visible context window.

GENERATE a detailed report of the findings.

#LinguisticsProgramming #AIStrategy #ArtificialIntelligence #SystemThinking

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

If you ask an AI to summarize a messy meeting transcript, you just get a shorter, equally messy paragraph.

You aren't removing the dirt; you're just making a smaller pile of it.

What specific data points are you actually trying to extract from your transcripts?

#LinguisticsProgramming #Prompt

Language is now the most powerful programming language.

It's not Python or Java; it's Natural Language. But most people are writing "sloppy code."

jtnovelo2131.substack.com/p/why-non-co...

#ClaudeAI #chatgpt #Gemini #AI #grok #linguisticsprogramming

I need to update my resume to reflect I do not have a technical degree but I have enough experience with AI:

Creator of #LinguisticsProgramming and #SimplifiedTechnicalProgramming.

Over the last 12 months I have grown from zero to just over 18,000 people - followers, members, subscribers
#ai