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Jonathan Barazany

Chief AI at Nayax sharing insights on AI agents, data engineering, and technical leadership in enterprise software development.

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# Jonathan Barazany

> Chief AI at Nayax sharing insights on AI agents, data engineering, and technical leadership in enterprise software development.

## About the Author

Jonathan Barazany is Chief AI at Nayax, where he leads AI agents and R&D. He previously spent 10 years at Microsoft, where he led the adoption of AI coding agents. He specializes in AI agents, data engineering, distributed systems, and technical leadership, and creates practices used by thousands of developers.

- Website: https://barazany.dev
- LinkedIn: https://www.linkedin.com/in/jonathan-barazany-14925849/
- GitHub: https://github.com/johnib
- Twitter: https://twitter.com/barazany

## Site Sections

- [Blog](https://barazany.dev/blog): Articles on AI agents, data engineering, and technical leadership
- [About](https://barazany.dev/about): Background, experience, and current work
- [Projects](https://barazany.dev/projects): Open-source tools and side projects
- [Contact](https://barazany.dev/contact): Ways to get in touch

## Blog Posts

- [I Almost Bought an AI Code Reviewer. Then I Did the Math.](https://barazany.dev/blog/claude-code-pr-reviewer): Eight months of running automated AI code review on my own projects. Then I brought it to Nayax — and didn't buy a single dedicated tool to do it.
- [I Had Claude Mine 30 Days of My Own Messages. What It Found Was Uncomfortably Accurate.](https://barazany.dev/blog/mining-claude-history-ultracode): For months I kept correcting Claude the same ways. Instead of correcting it again, I asked it to go read everything I'd ever said — and tell me who I am.
- [The 5-Hour Quota, Boris's Tweet, and What the Source Code Actually Reveals](https://barazany.dev/blog/claude-code-token-caching): Everyone's complaining about the Claude Code quota. Boris said improvements are coming. My first reaction: what can he possibly do? Then the source code dropped.
- [Claude Code's Compaction Engine: What the Source Code Actually Reveals](https://barazany.dev/blog/claude-codes-compaction-engine): A few months ago I described context engineering from the outside. Then Claude Code's repository surfaced - and I asked Claude to analyze its own source code. Here's what's actually running beneath every long session.
- [We Were About to Buy an Automation Platform. We Already Had One.](https://barazany.dev/blog/we-already-had-the-automation-platform): We spent weeks in governance spirals over n8n and Workato. The answer was already deployed — it just needed one more feature to click into place.
- [What Karpathy's Autoresearch Unlocked for Me](https://barazany.dev/blog/what-karpathys-autoresearch-unlocked-for-me): I was stuck at 0.58 AUC for three weeks. Then an AI agent ran 165 experiments while I slept — and broke through a ceiling I couldn't crack on my own.
- [How We Measured 65% AI-Written Code (And Why Lines Don't Matter)](https://barazany.dev/blog/how-we-measured-65-percent-ai-written-code-and-why-lines-dont-matter): After our Claude Code pilot hit 65% AI-wr
…

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