Live product · AI co-pilot
Backstage Copilot
A real-time meeting co-pilot for live video calls. A transparent overlay listens to the conversation, detects questions aimed at you, and retrieves grounded answers from your personal knowledge base — notes, CV, product specs — in ~320ms. On-device transcription, fully local: nothing leaves the machine. Built for sales demos, interviews, and customer escalations where the right answer a second too late is the wrong answer. Works across Zoom, Meet, and Teams; access is invite-based during early rollout.
- On-device AI
- Real-time
- Privacy-first
- LLM
Live product · AI job-discovery engine
Trevo.work
An AI-powered job-discovery engine for the Israeli tech market. Scans 500+ companies daily across LinkedIn, Comeet, and Workday tenants, deduplicates across sources, and ranks roles by personal fit using CV analysis and saved searches. Production system with daily collection, Telegram alerts, BYOK support (AES-256-GCM encrypted), and a Hebrew/English RTL dashboard. Privacy-first by design: CVs are never sold or used for commercial purposes, and every new user is manually approved.
- AI Matching
- Next.js
- Claude Sonnet
- SaaS
Production tool
Kubernetes RCA Agent
After a 2-hour production incident that could have been solved in minutes: an AI agent that connects to Kubernetes clusters, pulls relevant logs, analyzes tracebacks and events, and returns an automated root-cause hypothesis. Cut MTTR by ~80%.
- Python
- AI Agents
- Kubernetes
- MCP
Internal tooling
Open source · v1.0.1
WebSight Analyzer AI
Professional-grade AI-powered web analysis and test generation. Extracts elements, generates Playwright page objects, captures API traffic, runs accessibility analysis, and produces BDD step definitions. End-to-end QA acceleration.
Open source · agent
Quality Manager Intelligence Agent
Monitors 30+ curated sources — Anthropic, OpenAI, Hugging Face, Arxiv, GitHub Trending, Ministry of Testing — every six hours. Uses GPT to extract QA-relevant insights, detect trends, and deliver structured reports via email or Slack.
- Python
- OpenAI
- Docker
- SQLAlchemy
Open source · agent
PM Intelligence Agent
Autonomous agent scanning 30+ PM-relevant sources every six hours. Summarizes articles, groups content by theme, calculates trend momentum scores, discovers new sources, and alerts on high-impact trends. Signal over noise for PMs and tech leads.
- Python
- OpenAI
- APScheduler
- Docker
Methodology · AI governance
Living Rules File
AI governance methodology for engineering teams using Cursor, Copilot, Claude Code, or similar assistants. Solves the "new session, same mistakes" problem by converting recurring AI failures into version-controlled rules with CI enforcement.
IoT · 5G/LTE
RF Sensor Network Testing
Validation and data-integrity strategy for RF telemetry across 100+ distributed sensors on a 5G/LTE observability platform. Regression cycle restructured from four days to six hours via automation and CI pipeline redesign.
- Python
- IoT/RF
- Network Testing