AI LEAD, JFROG
Somewhere between "AI will change everything" and "ok but who's going to actually build and deploy this."
18 years in enterprise tech. I lead AI on JFrog's CIO team. Day to day that looks like evaluating tools, building internal platforms, and working with engineering and security to get AI into actual workflows. Less "art of the possible," more "will this pass a security review."
I got here through a long stretch at Avaya, where I architected solutions for Dell, Apple, Boeing, and Comcast, and built tools for speech analytics and knowledge management. That background is probably why I care more about integration headaches than hype cycles.
I also mentor people on AI adoption and build things on the side, mostly productivity tools and automation.
Hebrew PII detection and redaction model.
No dedicated Hebrew PII detection model existed for local deployment. GolemPII fills that gap with a fine-tuned model trained on 115K Hebrew examples, enabling privacy compliance with Israeli data protection regulations without sending data to external APIs.
Cost visibility and session analytics for Claude Code.
Claude Code users had no way to track spending or analyze usage patterns across sessions. Claudoscope gives them a native macOS dashboard for real-time cost monitoring.
Align resumes with job descriptions for better ATS pass rates.
Job seekers struggle to tailor resumes for each application. Adapt-CV analyzes the gap between a resume and a job description, then suggests targeted improvements to increase ATS compatibility.
250K synthetic customer personas across six industries, ready for training and evaluating customer service AI systems.
Comprehensive Hebrew language dataset for training and evaluating PII detection and masking models. Contains 115K synthetic text samples representing various document types and communication formats commonly found in Israeli professional and administrative contexts.
MCP server for searching and reading Reddit.
AI agents have no way to access Reddit. This server gives MCP-compatible agents 13 tools for browsing posts, threads, user profiles, and subreddit wikis. Credentials rotate automatically with per-key rate limiting.
Your next meeting and a countdown in the Mac menu bar.
Seeing what's next meant opening a calendar and digging for the call link. horita shows the next meeting with a countdown in the menu bar and joins Zoom, Google Meet or Teams in one click. It reads the calendars already on your Mac, and the data never leaves it.
75% of CISOs have found unsanctioned AI tools already running in production. Non-developers are shipping real software, and no one has staffed day 2.
Claudoscope 1.0 ships a read-only MCP server so Claude Code can query your own session costs, four cost-alert rules, and two fixed transcript parsing bugs.
Gartner expects 40% of enterprise apps to ship AI agents by end of 2026. After building AgentHive at JFrog, I think generating the agent is the easy part.
What are you building?
I like connecting with people who ship things. Say hi.