Deploying code with Claude Code isn't just about automating steps; it's about rethinking how your CI/CD pipeline handles AI-driven development.

Positional encoding often reads like a math footnote until it clicks.

Analog hardware's promise hinges on a single question: how gracefully does it fail?

Fixed-size inputs have long been the quiet bottleneck in computer vision, and SPP-Net finally removes that constraint.

Meta's Muse Glimmer, an open-weight AI model, offers a telling glimpse into Mark Zuckerberg's vision of personal superintelligence.

The review process felt misaligned with its own purpose.

A published CVPR paper with a dataset that was never released is a serious breach of the field's core contract.

Six decades of database engineering.

Three models collapsing toward BIRADS 1 is a familiar wall when a dataset leans that hard.

GitHub Code Quality is now generally available on Enterprise Cloud and Team, pairing CodeQL analysis with AI-assisted detection of maintainability and reliability issues.

Guardrails stop an agent from saying the wrong thing.

Traditional cloud security teams know how to protect infrastructure, but GenAI systems demand a different playbook.

Pinning down least-privilege access across sprawling AWS environments is a challenge, and Pinterest's new Resource Provisioner Pipeline tackles it head-on.

Discovered Materials just raised $9 million to play a high-stakes game of AI whack-a-mole, hunting for novel materials that could make chips cooler and more efficient.

The container security control point is moving.

As AI accelerates code production, our ability to comprehend the systems we build is quietly eroding.

Signal Forms are stable.

Venmo is now a payment option on Google Play, a move that arrives as mobile spending on apps and games continues to climb.

The Linux ecosystem speaks in many policy dialects, from the GCC's restrictiveness to the kernel's pragmatic stance, and Kubernetes' open disclosure model.

Privacy doesn't have to be a barrier to productivity.

Source Foundry just raised $400 million, and the investor writing the check is Situational Awareness, a hedge fund that knows a thing or two about high-stakes conviction.

Anthropic is flipping the default: Claude Code's auto mode is turning on, and that means less hands-on oversight for developers who use it.

Zoox is gearing up for its long-promised launch, and Uber is quietly building what looks like an AV empire.

Twenty years ago, King's Cross was a notorious red-light district, a place you'd avoid after dark.

A security researcher has built an algorithm that generates adversarial patterns capable of hiding people, faces, and vehicles from surveillance cameras.

Your engineers aren't resisting change; they're resisting uncertainty.

Structured output turns a local LLM from a clever autocomplete into a dependable tool for real workflows.

The AI safety test is becoming a safety risk.

Jill Lepore has a warning for Silicon Valley: stop treating science fiction like a user manual.

Loading data feels like crossing the finish line.

Most marketing teams use Claude to draft an ad or email from a prompt.

When Stripe's database misbehaves, they don't wait for a human to save the day.

Amazon's planned Texas data center includes an on-site power plant that could become the largest source of climate pollution in the United States.

OpenAI has acquired NextSlide, the presentation startup whose team now joins the company to work on ChatGPT.

The Kindle Scribe Colorsoft is undeniably fun.

Building a production-ready interface for a stateful LangGraph agent sounds like a step toward making AI tools genuinely practical.

Many data teams added AI agents to their roadmaps this year, and the appeal is clear: an agent that compresses a two-day analysis into a two-minute conversation can genuinely reshape how analysts and business teams…

X is retiring its Revenue Sharing program, a move that signals a deliberate shift toward Original Content Rewards.

Google just changed how it names hacking groups, and that decision says more about the threat landscape than you might expect.

Most explainers hand you the finished Transformer and move on.

Shipping code faster creates a different kind of bottleneck.

Cloudflare's Precursor takes a smarter route by watching how sessions actually unfold, using mouse movements and keyboard timing to flag bots and AI agents.

GitHub's latest npm and Actions updates, shipped from March through July 2026, harden defaults against supply chain attacks rather than just adding new options.

Cloudflare's new open-source runtime, Cloudflare Computer, gives AI agents something closer to a real machine than the usual ephemeral containers.

The Wacom MovinkPad 11 skips the intimidation factor, offering a versatile little tablet that makes digital drawing feel immediate and fun.

Rippling spent millions on AI in months before realizing it had no idea where the money went.

OpenAI has paused parts of its Astra model development, a direct response to internal worries about its own cybersecurity readiness.

A scan of the Polish web has exposed serious vulnerabilities in courts, hospitals, and airports, with researchers identifying common points of failure in the software used to organize and display web content.

Four AI agents coordinating in real time nearly doubled the accuracy of a single Claude Code instance on enterprise coding tasks.

Framework has confirmed a data breach affecting all customers, with names, email addresses, phone numbers, and physical addresses exposed.