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better software.

ISC Stormcast For Tuesday, July 7th, 2026 https://isc.sans.edu/podcastdetail/9996, (Tue, Jul 7th)

How to sequence your own DNA at home

Article URL: https://bradleywoolf.com/links-1/sequencing-my-own-dna-at-home Comments URL: https://news.ycombinator.com/item?id=48812156 Points: 360 # Comments: 142

More granular observability for Vercel Sandbox

observability now includes detailed resource metrics, giving you deeper visibility into how your sandboxes consume compute and networking.Vercel Sandbox From the in your dashboard, you can now monitor:Observability tab Each metric can be grouped by Sandbox Name and Sandbox Session ID, so you can drill down from aggregate usage to the individual sandbox responsible. You can also query and visualize metrics via the Vercel CLI: Metrics are available at both the team and project level and align dir

Workers - Workers Observability now surfaces warning attributes on spans for non-fatal errors

Workers Observability now attaches warning attributes to spans for non-fatal telemetry issues. These attributes help you identify instrumentation issues. When a warning is present, both attributes are set together: cloudflare.warning.type — An identifier indicating the type of warning condition. cloudflare.warning.message — A free-form, human-readable explanation of the warning condition. For example, recording an entire webhook payload as a span attribute can exceed the span data limit: exp

Multi-step AI agents: what they are & how they work

You ask a chatbot to summarize a long email thread, and it hands back a tidy paragraph. Useful, but that's a single-step system—one prompt, one response, done. A multi-step AI agent works differently. Ask it the same question, and it can check your or...

LeRobot v0.6.0: Imagine, Evaluate, Improve

Run AI workloads on any cloud, store on Hugging Face: zero-egress storage with SkyPilot

Australian Payments Plus moves faster with ChatGPT and Codex

See how Australian Payments Plus uses ChatGPT Enterprise and Codex to move faster through payments complexity. AP+ saves time, improves quality, and keeps human judgment central.