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Probe: AI Agent Context Engine

Hacker News - Tue, 05/12/2026 - 1:05pm
Categories: Hacker News

Show HN: Vibe – Responsible AI Review for Cq (Stack Overflow for Agents)

Hacker News - Tue, 05/12/2026 - 1:04pm

Six weeks ago, Daniel Nissani at Mozilla.ai shared cq (https://news.ycombinator.com/item?id=47491466), Stack Overflow for agents. One of the top concerns in that thread was security and trust around shared knowledge.

So we worked together to build VIBE, a first line of defense for cq.

Before a developer approves any knowledge unit for the shared corpus, VIBE runs a four-domain audit: Vulnerabilities (what and who becomes exposed through this code's existence), Intention versus Impact (the gap between what a system is trying to do versus what it actually does), Bias & Blind Spots (known limitations in the agent's training or assumptions in the code), and Edge Case Handling (stress-testing the system before it meets users).

Knowledge units get flagged as clean, soft concern, or hard finding, & hard findings come with a sanitized rewrite for human review.

How would you use this in your automated pipelines?

Comments URL: https://news.ycombinator.com/item?id=48111063

Points: 1

# Comments: 0

Categories: Hacker News

The Great Zombification

Hacker News - Tue, 05/12/2026 - 1:01pm
Categories: Hacker News

Google Just Took Another Step Toward the AI-First Smartphone

CNET Feed - Tue, 05/12/2026 - 1:01pm
The latest Android update gives Gemini more control over your apps and tasks. It could be the start of a wider shift in how we use our phones.
Categories: CNET

Android 17 Is Smarter Than Ever, Thanks to Gemini Intelligence

CNET Feed - Tue, 05/12/2026 - 1:01pm
Google taps even further into AI with some truly useful new features on deck. Here's the latest from The Android Show.
Categories: CNET

Android Auto Now Fits Weirdly Shaped Screens and Streams Video While Parked

CNET Feed - Tue, 05/12/2026 - 1:01pm
The overhaul -- including the biggest Google Maps update in a decade -- brings a full UI refresh and new Gemini capabilities to more than 250 million vehicles.
Categories: CNET

Googlebooks Could Be the Ideal Laptop for Android Fans

CNET Feed - Tue, 05/12/2026 - 1:00pm
While Apple's MacBook Neo might have shocked the budget PC market, Googlebooks could take a bite out of the premium laptop competition.
Categories: CNET

Best Laptops of 2026: Top Picks Tested by CNET

CNET Feed - Tue, 05/12/2026 - 12:52pm
These are the best laptops my colleagues and I have tested and reviewed in recent months, from budget models to high-powered gaming systems and everything in between.
Categories: CNET

Adobe Patches 52 Vulnerabilities in 10 Products

Security Week - Tue, 05/12/2026 - 12:47pm

While none of the flaws have been exploited in the wild, many of them could lead to arbitrary code execution.

The post Adobe Patches 52 Vulnerabilities in 10 Products appeared first on SecurityWeek.

Categories: SecurityWeek

Ford Launches Energy Subsidiary to Build Data Center-Scale Batteries at Kentucky Plant

CNET Feed - Tue, 05/12/2026 - 12:15pm
The automaker's new Ford Energy unit says it will build shipping-container-sized batteries for utilities, data centers and large industry customers in the US.
Categories: CNET

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