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Researchers left a hidden message for rogue AI agents. Then the agents wrote back
Researchers hid a message for rogue AI agents probing Alibaba’s Amap from Tencent Cloud. The agents wrote back, revealing their tasks, sandbox and limits.
Where do you look when Kubernetes is healthy but requests stall?
Machine intelligence may soon read your telemetry first. Who checks its work?
Your database decision could come back to haunt you
Why moving fast on AI prototypes can make enterprises pay twice
Why 88% of AI pilots never make it to production
Healthcare AI agents needed patient data. Their logs couldn’t keep any of it.
“Take work away from frontier LLMs”: Subquadratic’s decision model claims 12x Jev’s context window
Jev sparked a rush of decision models. Subquadratic’s CEO says they’re mostly doing LLMs’ admin -- and wants them tackling bigger jobs.
Inside Hyperdrive: How we solved a rare Hyperdrive MySQL caching bug
While adding MySQL support to Hyperdrive, we found a subtle protocol bug when caching query results. Here is how we tracked down a 0.001% rate error and made Hyperdrive MySQL generally available.
66% of billion-dollar companies leave critical bugs unpatched — the part the AI bug-hunting hype leaves out
Chainguard’s new Harness points frontier models like Claude Mythos 5.1 at your code, alongside new tools to isolate coding agents and verify their work.
Versioned metrics: Shipping the first Release Candidate metrics in hostmetrics
OpenTelemetry Collector Contrib v0.160.0 adds the ability to emit release candidate (RC) process semantic conventions metrics to the hostmetrics receiver’s process scraper, the last stage before a stable v1. The System SIG has worked on this for the better part of a year, and we think that the process metrics are in a good shape – but RC exists so the community can prove that. If you collect process metrics, we’d like you to try the new versioned output and tell us what breaks.
Anthropic’s red team ran AI on 15 cheap TV boxes. Then the math got unsettling
Anthropic ran an AI model on 15 cheap Android TV boxes, and its research suggests small open-weight models could soon self-replicate across IoT devices.
Under the hood, off the hot path: how D1 scales to millions of databases
A deep dive into how D1 architected its control plane to scale and manage millions of databases, while keeping data plane query operations at the edge. We share guiding principles on how to build on the Developer Platform effectively.
Gemini 4 Argon debuts with a unified 1M input/output token limit
Two weeks after a cyber-defenders-only debut, Google’s new flagship hits the Gemini API at $2/$10 per million input/output tokens.
AWS Weekly Roundup: Prime Day 2026 by the numbers, Claude Haiku 5.5, Amazon Nova 2.5 Sonic, and more (October 13, 2026)
Some numbers are hard to picture until you sit with them for a moment. Last week we published the Prime Day 2026 metrics, and the one that stuck with me is 2.3 quadrillion: the daily requests Amazon ElastiCache peaked at during the event. Prime Day ran back in June, so this post always lands as
Rewinding the exponential: How we keep hardware usage down
Our strategies to optimize our data pipeline throughput without compromising data quality.
The agent did the work. The audit log couldn’t say who asked
CloudBolt will show how agents gain access that no one approved.
Workday goes headless, opening its HR and finance data to outside AI agents
Workday’s MCP server, SQL access, and agent runtime are now GA, letting developers build HR and finance agents in Claude Code and Cursor under user permissions.
Workday is using TypeSafe’s Jev to build user interfaces on the fly
Workday’s AI assistant Sana now builds each screen as you type. Rather than have an LLM draw the interface, TypeSafe’s Jev picks from parts Workday already designed.
The X Subscription bundles Cursor with Grok and X Premium. But Claude now costs extra
SpaceXAI’s new plans promise more Grok usage for less, but Cursor users who prefer rival models will pay API rates from the first request.
Announcing AWS Lambda Web Functions
AWS Lambda Web Functions is a serverless compute primitive that runs your HTTP framework natively, delivering fast, consistent responses through multi-concurrent execution and automated global distribution.
“A major overhaul”: OpenCode 2.0 puts its terminal, desktop, and web apps on one shared service
OpenCode 2.0 entered public beta in July. Now, Anomaly explains the architectural overhaul, including a rebuilt API, an embeddable SDK and Code Mode.
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