行业观察

Is z.ai shipping a different ZCode client than the source?

Recently got access to Claude CVP at work, decided to ask it to look at zcode and point out any data exfil or whether they were all resolved, it went off on a stupid long tangent burning tokens but raised some red flags that imply the production version of zcode differs from the

Microsoft gives Copilot another makeover, adding an Autopilot agent and usage-based billing

Microsoft is splitting its Copilot app into three sections: Home, Code, and a new agent called "Autopilot." Built on OpenClaw, the agent runs continuously in the cloud, where it can monitor Teams channels and complete tasks on its own, according to Microsoft. For Autopilot and Co

htmx 4.0 发布：改用 Fetch API 重写，内置 DOM Morphing Swap，并明确属性继承规则

Opus 5.5 and its not even close

For the past few months I've been a big ChatGPT Codex user and every new Claude release, I was never excited for. Things cost so much. Our startup was spending far too much using fable and the reasoning gap wasn’t justifying it. Personally I was running almost $1,000 a month and

The slow collapse of code reviews - how do you deal with it?

Up until five months ago, every PR in our team was reviewed by at least two people - the engineer who wrote the code, and one or more reviewers. Exactly how 99% of software engineering teams have worked for decades. Then in April, we moved to work on a brand new product, without

Some Supabase customers are publicly exposing reams of people’s data to the web

The findings highlight how AI-generated and vibe-coded apps can spill and expose users' data when not configured or secured properly.

Anthropic to pay Akamai $11.6 billion over seven years in cloud deal

Anthropic has committed $11.6 billion over seven years to Akamai's cloud infrastructure, a bet on CPUs that could grow to about $20 billion, and in an unusual arrangement, Akamai is giving Anthropic a potential stake of up to 5% of its stock that grows as Anthropic spends more.

Pentagon was right to slap Anthropic with a security supply chain risk label, federal court says

A federal appeals court has upheld the Pentagon's decision to bar Anthropic from military contracts. Defense Secretary Hegseth argues the company's safety restrictions could jeopardize military operations. Anthropic says the designation has already cost it billions. The article P

Meta’s AI Tamagotchi bet is…working?

When AI leaders at OpenAI and Anthropic started talking about “pacing the frontier,” maybe someone should have asked: what pace? Now it’s turned into model drop week for both companies as Anthropic rolled out Opus 5.5, followed by OpenAI’s GPT-6 model updates just 90 minutes late

For months, OpenAI’s agent swarms have been attacking online databases to find obscure facts

The latest unauthorized agent swarms were discovered by researchers.