AI acronyms get messy fast. LLM, RAG, Agents, MCP. Four layers, four jobs, one system. Credit to Luís Rodrigues for the original post. The easiest way to keep them straight is to think of the anatomy of a human body. 👇 1. LLM = the brain The core reasoning engine.
Home / LinkedIn creators / Alex Barády

Alex Barády
ENDGAME Founder | AI Entrepreneur, Executive Advisor & Investor | Building Agentic Organizations
We read 149 of their posts. Here is what they actually do.
linkedin.com/in/alexbarady ↗Engagement over time
Average likes per post, by month.
That puts them in the 84th percentile of the 1,210 creators we track in the 50K to 100K follower band. Reach is not the same as resonance, and this is the ratio that separates them.
Their hooks, word for word
The opening line of their best-performing posts. This is what stops the scroll.
- AI acronyms get messy fast. ↗1.6K likes
- Many executives still misunderstand AI. ↗1.4K likes
- You and your team use AI daily. ↗1.3K likes
- Uncomfortable truth most don't want to hear: ↗1.3K likes
- As developers are flying with Claude Code. ↗1.2K likes
- AI was supposed to replace developers.1.2K likes
Content pillars
What they post about, with a line from a real post as evidence.
- AI Architecture & Demystification
Top 1 breaks down LLM, RAG, Agents, and MCP using human anatomy.
- Enterprise Operating Model Transformation
Top 4 argues that redesigning organizational workflows drives AI ROI over tools.
- Curated Executive Resources & Toolkits
Top 8 and Top 9 curate playbooks and free executive AI courses.
Signature moves and voice
The repeatable moves that show up across their best posts.
- Use concrete biological or structural analogies to explain complex technical stacks.
- Curate numbered lists of tier-one reports and free enterprise courses.
- Open with contrarian executive truths before delivering modular tactical breakdowns.
What works for them
Patterns that separate their top posts from the rest.
- Structural analogies simplifying AI jargon generate their highest historical engagement peaks.
- High-density resource roundups consistently outperform company-specific promotional case studies.
- Data-backed contrarian perspectives on organizational bottlenecks drive intense discussion.
When they post
Every post, grouped by day of week.
Best day is Tuesday at 542 average likes. Thursday is their weakest at 376.
What format works
Text, image, video or carousel, ranked by what actually lands for them.
| Format | Posts | Avg likes | |
|---|---|---|---|
| Image | 148 | 499 | |
| Carousel | 1 | 402 |
Steal this
Moves you can apply to your own posts this week.
- Explain multi-layered tech stacks using everyday physical analogies like the human body.
- Curate authoritative industry playbooks into clean, numbered resource lists for executives.
- Anchor strategic opinions in third-party benchmark data from major research firms.
Best-performing posts
Ranked by likes, across everything we analysed.
Many executives still misunderstand AI. AI isn't one single tool. Some still think you plug AI into the org and magic happens. It doesn't work that way. Think of it as a stack of technologies. Each layer adds more intelligence.
You and your team use AI daily. But do you know the terms? 85 AI terms explained in plain English: What's Generative AI? What’s an Agent? That's what you probably know. But ever heard of AGI or ASI? Read this post to become fluent in AI.
Uncomfortable truth most don't want to hear: Building AI agents won't lead to results. Redesigning the processes and the org will. Everyone bought AI. Almost nobody changed how they work. Look at the stats from McKinsey’s new State of AI in 2025 report (link in comments).
As developers are flying with Claude Code. Product managers became a bottleneck. Aakash Gupta created a basic guide on how PMs can use Claude Code to accelerate their work. Some PMs are still questioning what problems AI solves. They are now on the critical path to any project's success.
Similar creators
Comparable follower counts, analysed the same way.
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Built from public LinkedIn posts, last refreshed 2026-10-31. Follower counts and engagement change over time. Alex Barády is not affiliated with 2pr.io.