Beyond the Prompt: Scaling AI in Engineering & CI
Monday, July 20, 17:30 - 20:00
Wix Campus TLV
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Yunitsman St 5, Tel Aviv - Yafo
Monday, July 20, 17:30 - 20:00
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This meetup addresses the core challenge of production-grade AI engineering: validating AI-generated code and aligning it with your team's specific context. Bypassing the hype, this session delivers the practical infrastructure needed to scale AI development through live demos and real code.
You will learn how Context-Driven Development aligns PMs, devs, and QA, and how matrix architectures scale validation alongside AI generation, providing actionable structures you can ship immediately.
agenda
17:30-18:00
Gathering: Pizza & drinks
18:00-18:45
Rules Are Dead. Here's What's Next for AI-First Teams
My AI can read every file in my repo. But it doesn't know why my service exists, what my PM wants, or which patterns my team agreed on over lunch six months ago.
That context — the stuff that lives in Slack threads, in people's heads, in tribal knowledge — that's what makes the difference between a nice autocomplete and code that actually ships.
Over the past few months, my team has been closing that gap. Not with bigger models or better prompts — with structure.
In this talk I'll share what's working for me and my team: AGENTS.md for project context, Skills for reusable workflows, and CDD — a way to get your whole team (PM, dev, QA) collaborating through AI agents.
Live demos, real code, things you can start using Sunday morning.
Or Rozenzweig
Domains Backend TL @ Premium, Wix
18:45-19:00
Break
19:00-19:45
Preparing CI for the age of AI
The biggest challenge in AI-assisted development isn’t generating code, it’s validating it. As developers and agents create exponentially more changes, traditional CI becomes the limiting factor. I’ll present a matrix architecture where humans, agents, and CI systems collaborate across repositories through shared context, skills, and protocols, enabling validation to scale alongside code generation.
Snir Sharristh
Software Developer at Editor
19:45-20:30
Networking
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meet our
speakers
Or Rozenzweig
Domains Backend TL @ Premium, Wix
Snir Sharristh
Software Developer at Editor Wix