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README
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- llms.txt
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# README
[][x]
[][linkedin]
[][github]
[][mailto]
Hi, I'm Almog - a hands-on AI engineering expert, doing AI for almost a decade - since long before LLMs - with
dozens of LLM apps and agents deployed to production.
- Author of **[The LLM Triangle Principle][ltp]** - a framework for building reliable LLM applications in production.
- Founder of [**GenAI Israel**](https://llm.org.il) - the largest LLM developers community in Israel (8,000+ members).
- **Serial founder and Kubernetes contributor since 2016** - production-grade distributed-systems scars, now applied
to how I build AI.
I hack, build, write, and speak - often bluntly - about what actually breaks when you run AI agents in production,
and what it takes to make them reliable.
### Areas of Expertise
- 🧠 AI - LLM apps and agents engineered to survive real users: evals, feedback loops, reliability
- 🏗️ AI Infrastructure - the plumbing that keeps models fast, cheap, and observable in production
- ☁️ Cloud-Native - Kubernetes-native systems that scale without drama
- 📐 Software Architecture at Scale - distributed systems that hold up under real-world load
- 🔐 Cyber + AI - years in the cyber market: AI that's secure, and security that's (artificially) intelligent
---
## Publications
1. **[The LLM Triangle Principle: Software Design Principles for Reliable LLM Apps][ltp]** <br />
Software design principles for reliable, high-performing LLM apps - a framework for bridging the gap between a
slick demo and production-grade performance.
2. **[Building LLM Apps: A Step-By-Step Guide][llm-dev-proc]** <br />
The end-to-end LLM development process - from first experiment to production.
3. **[8 Practical Prompt Engineering Tips for Better LLM Apps][le-tips]** <br />
Field-tested prompt engineering tips - no folklore, just what worked.
4. **[Effective AI Infrastructure Explained][ft-platform]** <br />
What modern AI infrastructure actually needs to do for the ML lifecycle.
5. **Talks** <br />
From time to time, I give talks on various meetups, podcasts and conferences. You can find some of them on my
[LinkedIn][linkedin] profile. Make sure to follow me to get updates on upcoming talks.
## As Seen On
Want me on your stage or podcast? Reach out via [Email][mailto].
Recent appearances include:
* [**AI Dev TLV '25** - Talk](https://www.youtube.com/watch?v=pxeWtRgIbd0) (English) / Feedback Is All You Need - How
to Build Agents That Learn on the Job - a talk I gave at AI Dev TLV '25 about building AI agents that improve
through feedback loops while on the job.
* [**AI
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