

The Agentic Shift: AI Transformation Guild × AI Leaders Meetup @ Arpeely
Agent memory, AI second brains and building an AI-first org. An evening of talks for AI leaders.
The AI Transformation Guild and AI Leaders communities are teaming up at Arpeely to explore the agentic shift: what's really going on inside your agents' "memory", how to build an AI second brain you can trust, and what it takes to turn a whole organization AI-first.
Three focused talks, real stories from the field, and a room full of people leading the AI transformation in their teams.
🎤 The Talks
Carmel Barniv, AI Lead @ Arpeely
The Agentic Transformation at Arpeely
The gap between a team of 5 and a team of 15 isn't headcount, it's infrastructure. Carmel will share how Arpeely is building an organization where everyone works with AI by default, and how functions that stop waiting on R&D and management become the company's strongest growth engine.
Ariel Shulman, Tech Lead @ NVIDIA
50 First Dates with Claude: Demystifying Agentic Memory
Prompt caching is the hidden mechanism behind fast, affordable agents. It is also complicated and remarkably easy to break, especially when it's a black box. Ariel will open the box all the way down to the hardware, from GPUs and transformers to the KV cache and prompt caching (without math!). You'll walk away understanding the limits of your agents' "memory" and with best practices for managing agentic context and memory.
Dana Maman, AI and Strategy Expert @ Salted Mind
From Context Engineering to Compounding Intelligence
The interface between you and the machine has limits, and a second brain is the mechanism you build around them. We’ll cover what those limits are, how to build your own autonomous factory on top of them, how to measure its efficiency and trust its outcomes, and what happens to your work when AI holds your full context and its capabilities compound.
🗓️ Schedule
18:00 | 🍽️ Food, Drinks & Mingling
18:30 | Opening Words
18:40 | Carmel Barniv: The Agentic Transformation at Arpeely
19:10 | Ariel Shulman: 50 First Dates with Claude
19:40 | Dana Maman: From Context Engineering to Compounding Intelligence
20:10 | 🎟️ AI Dev TLV Discount & Wrap-up
20:30 | Event ends
🍽️ Food for You (and Your Agents)
No pizza this time! We're bringing special food for the humans, and some tokens for your agents too 🤖
🎟️ AI Dev TLV Discount
Attendees will get an exclusive discount code for the AI Dev TLV conference. We'll share it in the room, so make sure you're there!