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…
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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 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…
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…
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…
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…
Harness bought Augment’s coding agents. The best feature hasn’t shipped yet.
Harness announced Thursday that it acquired Augment Code’s Cosmos software factory, Auggie CLI and Code Context Engine, along with the The pos…
GitHub Copilot is going local — but Microsoft won’t say what gets sent to the cloud
GitHub Copilot will soon decide whether coding tasks run locally or get sent to cloud models, with automatic routing expected The post GitHub Copilo…
The API tax: Why AI agents stall without infrastructure context
Enterprises continue to face an autonomous cloud bottleneck that breaks autonomous operations and leads to failure. This architectural flaw leaves T…
Building scalable, agent-friendly APIs for AI applications
Nowadays, most of us interact with frontier AI models in a structured way, even if we do not always think The post Building scalable, agent-friendly…
OpenSearch veterans launch Infino. Here’s why it matters for agent builders.
Software vendors like to claim unified systems that act as a so-called single pane of glass for any given coding The post OpenSearch veterans launch…
What’s up, Docsy? Google’s docs project joins the Linux Foundation as AI agents become readers
Technical documentation is increasingly being read by AI agents, creating a new set of demands around how that information is The post What’s…
Copilot tops GitHub’s own AI code review benchmark. An independent one tells a different story.
If there’s one thing the AI software engineering world doesn’t lack, it’s benchmarks. Want to know whether an agent can The post C…
One MCP server used 18,000 tokens before doing anything. Here’s the workaround.
Pi spent much of the past year leaving MCP out of its coding agent, even as the protocol became standard The post One MCP server used 18,000 tokens…
Developers are secretly hoping OpenAI fails to ship this month
OpenAI’s 28-day Codex shipping sprint has its first result, which means subscribers hoping for a free usage reset will have The post Developer…
Dynatrace’s $915M Arize deal bets AI agents are just another app to monitor
Dynatrace closed its $915 million acquisition of Arize on October 1, joining Arize’s tracing and evaluation of AI agents to The post Dynatrace…
Agents have made CI the bottleneck. Faster pipelines are the wrong fix.
Three posts landed in September that I think engineering leaders should read together. Anthropic’s engineering team wrote that their continuou…
Anthropic’s answer to Dots and Muse is already inside Claude
I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments, The post Anthropic’s a…
GitHub’s advice for its new Copilot feature is to try something else first
GitHub launched computer use in public preview on Thursday, giving Copilot CLI and its desktop app the ability to operate The post GitHub’s ad…
“No reason why everyone should have an identical Claude experience”: Anthropic’s mods let you change Claude Code’s look and behavior
Developers have long been able to customize Claude Code to their preferences, via settings, persistent instructions in CLAUDE.md, hooks, and The pos…
OpenAI’s always-on agents are free, until one specific thing happens
OpenAI’s new Dots can work around the clock without drawing down a user’s normal usage allowance during the launch period, The post Open…