LangSmith Engine now detects agent issues over 2x better, proposes stronger fixes, supports Slack and Linear workflows, and is available for self-hosted deployments.

Incentives favor offense when it comes to agentic cybersecurity; it’s the same dynamic that will limit incumbents and fuel startups in the long run.

Vercel Connect is now generally available. Agents request short-lived, scoped tokens at runtime instead of storing provider secrets that never expire.

See how Toyota North America uses Deep Agents and LangSmith to run 50+ production agents, cut delivery from 6 months to 4 days, and track AI ROI.

New on-silicon performance data measured by NVIDIA using real-world agentic coding trajectories shows Vera Rubin NVL72 systems deliver 30x higher throughput per megawatt and 35x lower token costs than NVIDIA GB300 NVL72.

A JPEG XL decoder is heading for Firefox 157! Here's how we're shipping it safely…

An append-only status model gives you full history, but concurrent transitions can produce contradictory records. Here’s how to prevent that.

Agent evaluation tooling is shipping fast, and the message is clear: production quality depends on your evaluation pipeline, not just your prompt. This week ...

AI is accelerating software delivery, but regulated industries face a harder challenge: moving faster without increasing risk. Here’s how teams can balance speed with privacy, security, compliance, and accountability.

AI makes code faster and cheaper to produce. Premium consultancies need to offer more: experienced judgment, the right capabilities, and people who help teams solve the right problems and make better decisions.

Cursors. Temp tables. Multi-statement transactions. The procedural code your data warehouse runs on now lives on the lakehouse – translated, not rewritten.

Preview Builds let teams test pull request branches in temporary, production-like LangSmith deployments before merging agent changes.

Today's maybe more of a "representative data sheet entry" than anything else. Every developer has the experience of reading the documentation. If you've been at this for some time, you've probably read bad documentation. Documentation that is incomplete, inaccurate, or otherwise flawed. Or, my personal favorite, the brief time where Oracle tried to put all of its documentation into an Adobe Flex site (aka, a Flash application, not a real web app). That one had fun bonus features, like "breaking copy and paste" and "preventing you from deep linking to a piece of the documentation".

Go 1.27 adds generic methods, encoding/json/v2 package, uuid package, faster memory allocation, goroutine leak profiles, and more.

T.J. Maher, an automation developer since 2015, blogs about his transition from a manual tester to a software engineer in test.

LangSmith Tuned Evaluators attach quality feedback to production traces, starting with Perceived Error, to help teams find and fix agent mistakes.

Lessons from the Grounded Reasoning Cup, where leading academic teams evaluated AI agents live on a newly released enterprise grounded-reasoning benchmark.

Healthcare can be a tough space for innovation: Speed often feels at odds with the high-compliance environment. How do you find a balance? We asked them in a new research study and sat down with a Merck executive and two of our own developers.

On a recent project, we needed to change from Lit.js to React to meet new infrastructure requirements without changing the launch deadline. We used AI to make the migration, which cut the time from months to a few weeks.

How to Install Gitea on Ubuntu 26.04 | RoseHosting

Developing software can't simply be done with a text editor and a compiler. There are a variety of other tools we have to bring to bear that support our efforts and keep the team organized, like say, source control. There are certain tools we all have to use that I would argue, nobody has actually make a version that's any good. Build tooling is one of my go-to examples: there are no good build systems, only build systems that are good enough for this task.

I've been experimenting with different approaches to build a system where humans and agents can ship fast safely. Think I've found something that works – custom linters.

T.J. Maher, an automation developer since 2015, blogs about his transition from a manual tester to a software engineer in test.

The last two weeks brought major shifts in how teams deploy, scope, and govern production agents. These posts trace a clear pattern: from infrastructure abst...

Bauer Media Group UK's Faith Sodipe discusses infrastructure complexity ahead of his talk at Nordic APIs Summit 2026.

Codename One's third-generation GUI Builder keeps the guided layout work from the previous editor and rebuilds the workflow around Maven projects, live CSS, protected Java regions, and fast switching between forms.

Maciej works as a freelancer, and that frequently means picking up old PHP code that nobody wants to support. One project had been lingering for ages with key features missing. Specifically, it was supposed to make HTTP requests to other services on an interval, and use that to populate its data. "The old dev tried, but never got it working." It was Maciej's turn to give it a shot.

Route requests across models and providers natively in Microsoft.Extensions.AI with RoutingChatClient, SemanticRoutingChatClient, and FailoverChatClient — new experimental primitives for content-based routing, failover, and custom routing policies.

Learn how to choose the right placement for AI features in your UI. Explore common AI UI patterns, UX best practices, and a practical framework for deciding where AI belongs.

Status starts as a column. Then someone asks “who was denied last Tuesday?” and the schema can’t answer. Model each status change as its own row from the start, without sacrificing read performance.

Managed Deep Agents gives developers a managed way to build, run, and deploy Deep Agents with built-in runtime, streaming, sandboxes, evals, memory, and auth.

"You submitted a pull request." Indika was, in fact, reviewing the comments she'd gotten on that very same pull request, when her boss, Bill, walked up behind her. What she didn't understand is why Bill said it like it was an accusation.

We’re releasing Humid 1.0. A few helper methods to help with React server-side rendering in Rails with mini_racer.

Eric O was trawling through an API for handling concurrency, and found this little mismatch between the comment and the definition: /// <summary> /// private Status, because while this object needs to be able to set the status, consumers should only be able to check it, lest everything break. /// </summary> public StatusType Status { get { return _status; } set { if (value != _status) { RaisePropertyChanged("Status"); } } }

Last week, we brought together AWS Heroes from around the world to connect, collaborate, and celebrate the builders who go above and beyond for the AWS community. The AWS Heroes Summit, an invite-only annual gathering, brings global experts specializing in fields like AI, serverless, and containers together for direct collaboration, technical deep-dives, and feedback sessions […]

Running untrusted code safely requires more than separating it from the host. You also have to control what that code can reach.

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