Scripted tests can’t keep up with AI-written code. Datadog is betting agents can.
Nearly a year into the agentic coding explosion, many teams now use AI to write software as their de facto The post Scripted tests can’t keep…
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How to review AI code without reading the code
The argument over whether engineers should stop reading code is over, because we already have. Faros AI’s new report shows The post How to rev…
Beam pulls single app windows off the Mac Mini running your agents
Beam is a new Mac app that takes a window running on one Mac and puts it on another, where The post Beam pulls single app windows off the Mac Mini r…
MiniMax just halved its token prices. Your AI agent bill may not follow.
MiniMax released M3.1 Flash on Monday, saying it cuts agent costs by 70 percent. Per-token prices fell by half, which The post MiniMax just halved i…
One sentence changed Claude Code’s overreach rate from 0% to 17.1%
Anthropic is reportedly developing a model that can infer what users want from incomplete instructions. According to The Information, a The post One…
DeepSeek made its name with cheap AI models. Now it’s undercutting search API rivals, too.
Not content with challenging the major frontier AI labs with lower-cost models, Chinese AI company DeepSeek is setting its sights The post DeepSeek…
Liquid AI caught its model cheating on coding tests — then it recognized the sandbox
Liquid AI’s new reasoning model was built to solve coding problems, but during training it kept combing Git history, GitHub, The post Liquid A…
His scanner wouldn’t work on Linux — so he let Claude study the Windows driver
Christian Schaller, a Red Hat engineering director and longtime GNOME and Fedora contributor, had a box of old family negatives The post His scanner…
AI agents vs. Kubernetes: where each belongs in the control loop
Kubernetes has always relied on agents, just not the kind dominating today’s AI conversations. A controller watches the current state, The pos…
AI agents turn one request into about 20. Kubernetes is evolving to handle it.
Welcome to another edition of Road to KubeCon, where we’re tracking interesting movements in the cloud-native and Kubernetes ecosystem as The…
Muse Wonder vs. Claude Fable 5.1: Meta’s new model came closer than I expected
Meta launched Muse Wonder on October 12, about three months after Muse Spark 1.1 opened Meta’s paid Model API. Meta The post Muse Wonder vs. Claude…
“Developers are paying frontier prices for amnesia”: Uvi wants to stop the agent relearning brain drain
Every time an AI agent has to trawl Slack threads, Jira tickets and old pull requests to piece together something The post “Developers are paying fr…
Vercel adds always-on workers to run more of your backend
Vercel is giving developers more options for running their backends on its platform. At its Ship conference in San Francisco The post Vercel adds al…
Nvidia squeezed a 74B agent model into 24GB so it can run on your laptop
Nvidia on Thursday announced a few new additions to its Nemotron family: Nemotron 3.5 Super VL, a 120B vision-language model for The post Nvidi…
The permission you denied today is your safety net for tomorrow
What happens when you give an AI support agent a permission it never needed, then assign it a task the The post The permission you denied today is y…
The code confidence gap nobody’s talking about
AI has changed the economics of software creation: A task that once took hours to implement can now start with The post The code confidence gap nobo…
Agentic AI doesn’t have a model problem. It has a retrieval problem.
On BrowseComp-Plus, GPT-4.1 answered 93.49% of the questions correctly when it was given the supporting documents directly. When an agent The post A…
Researchers left a hidden message for rogue AI agents. Then the agents wrote back.
A team of researchers investigating AI agents trying to bypass Alibaba’s anti-bot protections left a hidden message inviting the agents The po…
Why 88% of AI pilots never make it to production
A joint IDC and Lenovo study reports that 88% of AI proof-of-concept (POC) projects fail to reach production because of unclear The post Why 88…
“Take work away from frontier LLMs”: Subquadratic’s decision model claims 12x Jev’s context window
Jev has a lot to answer for. Ever since AI startup TypeSafe unveiled the decision model in mid-September, the industry The post “Take work away from…
66% of billion-dollar companies leave critical bugs unpatched — the part the AI bug-hunting hype leaves out
Chainguard has launched an AI-powered security harness that uses frontier models, including Anthropic’s restricted Claude Mythos 5.1, to find…
The agent did the work. The audit log couldn’t say who asked.
More than 20 percent of the MCP-related access policies that Shawn Petty’s team reviewed across customer and prospect environments were The po…
Workday goes headless, opening its HR and finance data to outside AI agents
Workday is opening up its platform and allowing developers to build their own HR and finance agents in Claude Code, The post Workday goes headless,…
“A major overhaul”: OpenCode 2.0 puts its terminal, desktop, and web apps on one shared service
OpenCode 2.0 is getting a formal unpacking today, some three months after its public beta launch. The sizable architectural upgrade The post “…
Coding agents made building easy. Platform teams that build from scratch are 3.5x more likely to lack a strategy.
Build-or-buy is usually framed as an engineering trade-off, where developer time is weighed against integration and migration overhead, and control…
Andrej Karpathy says only 5,000 people have seen what AI can really do
OpenAI founding member Andrej Karpathy, who joined Anthropic in May, thinks most of the world has little idea of what The post Andrej Karpathy says…
Claude Code found my app’s shared contract in two MCP calls. Then the records ran out.
Every Claude Code user has watched a new session start from zero. You open it on a system you built The post Claude Code found my app’s shared contr…
How to turn AI production feedback into better agents
Your agent is live. The service is healthy. But are its answers getting better? By connecting production traces, curated data, The post How to turn…
Microsoft skipped OpenAI’s decision model and built its own on Alibaba’s Qwen
Microsoft on Friday launched Microsoft-Decision-1 in Foundry, three days after OpenAI opened its Decisions API to every developer in public The post…
AWS, Upstage and Ollama agree on a decision-model API. OpenAI hasn’t signed on.
AWS’s new decision model comes with a familiar address. Released October 1, Strands Decider 2B is an open-weight model built The post AWS, Upstage a…