GitHub's Agent HQ aims to solve enterprises' biggest AI coding problem: Too many agents, no central control

GitHub is making a bold bet that enterprises don't need another proprietary coding agent. They need a way to manage all of them. At its Universe 2025 conference, the Microsoft-owned developer platform announced Agent HQ. The new architecture transforms GitHub into a unified control plane for managing multiple AI coding agents from competitors including Anthropic,…

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AccessGrid raises $4.4M to help turn phones into key fobs

Auston Bunsen had a lot of free time after his company QuickNode reached a certain size. That company, a blockchain developer platform, was founded in 2017 and subsequently raised around $60 million in funding, according to Pitchbook.   Then Bunsen started thinking about the fact that people would perhaps like to unlock their doors with their iPhone. “I eventually met…

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New York’s subway is waging a war on fare evasion with hostile architecture

The MTA says the spiked partitions it has introduced at 180-plus stations have helped reduce evasions. But at what cost? In January 2025, subway riders at the 59th Street-Lexington Avenue station in Manhattan noticed a surprising new addition: spiked metal partitions between each fare gate. Some commuters called the partitions “silly and foolish.” Others said…

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Google's 'Watch & Learn' framework cracks the data bottleneck for training computer-use agents

A new framework developed by researchers at Google Cloud and DeepMind aims to address one of the key challenges of developing computer use agents (CUAs): Gathering high-quality training examples at scale. The framework, dubbed Watch & Learn (W&L), addresses the problem of training data generation in a way that doesn’t require human annotation and can…

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