Top AI Product

Every day, hundreds of new AI tools launch across Product Hunt, Hacker News, and GitHub. We dig through the noise so you don't have to — surfacing only the ones worth your attention with honest, no-fluff reviews. Explore our latest picks, deep dives, and curated collections to find your next favorite AI tool.


Uber ADR goes open source: 10 months in production, 97.2% precision on credential leaks

Uber just open-sourced ADR, the security system that has been watching its internal AI agents for 10 months. The scale is real: 50,000+ agent sessions a day across 7,200+ hosts — Claude Code, Cursor, Codex, plus customer-facing agents. ADR caught hundreds of credential leaks at 97.2% precision.

The release: a runtime Sensor that normalizes agent telemetry, a dual-agent Detector, and ADR-Bench — the first enterprise-grade agentic security benchmark. All Apache 2.0.

The workflow is the attack surface, not the tool call

Uber’s core finding flips the usual framing. Each tool call can look harmless; the attack lives in the causally-linked chain across a workflow. And prompt injection — the threat everyone talks about — turned out far less common in production than plain credential leakage.

Self-deploy the Sensor, run the benchmark

Everything is self-hostable: drop the Sensor into your agent fleet, run the Detector, then score yourself against ADR-Bench — 302 tasks, 5 tactics, 17 attack techniques, 133 MCP servers, all from real production telemetry. Agent security is the hottest empty lane in AI right now, and Uber just handed everyone the playbook.


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