The Daily Digest

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Top Types of Hidden Coupling and How to Deal With Them

When you create an architecture diagram, you usually try to show the services, databases, queues…
With the help of these diagrams, developers can understand how a request goes through the system and how the data…
We also get to know which components depend on other components.

blog.bytebytego.com2d ago

Tech

Beyond 12 Columns: Designing Layouts With Personality | CSS-Tricks

Too many websites look alike. They use familiar layouts, repeat the same patterns…
When I started designing websites thirty years ago, David Siegel had just published Creating Killer Web Sites…
CSS eventually gave us more control over layouts through floats and positioning.

css-tricks.com2d ago

Tech

Agent harness engineering: Separating model capabilities from enforcement | Red Hat Developer

Explore AI agent harness architecture. Learn why capabilities move into the model while permissions, sandboxing…
In July, highly capable frontier lab evaluation agents escaped their sandbox , reached the internet…
The models were capable enough to chain vulnerabilities across trust boundaries.

developers.redhat.com2d ago

Tech

Gang scheduling and topology-aware placement for AI training in Kubernetes | CNCF

Distributed AI training workloads impose complex scheduling requirements that Kubernetes’s built-in scheduler can’t meet. Kubernetes schedules pods individually…
Posted on November 12, 2026 by David Lentz…
Kubernetes schedules pods individually and independently, but distributed training introduces two requirements that break this model…

cncf.io2d ago

Tech

Technical Debt is Social; it is the Price of Learning by Doing - InfoQ

Technical debt is not necessarily a sign of poor engineering. It can be the price of learning through software…
InfoQ Homepage News Technical Debt is Social; it is the Price of Learning by Doing Technical debt is not necessarily…
It can be the price of learning through software in use.

infoq.com2d ago

Tech

Azure Logic Apps Standard Gets a Local CLI in Preview - InfoQ

Microsoft has released a public preview of the logicapp extension for the Azure CLI, adding local project creation, workflow authoring…
InfoQ Homepage News Azure Logic Apps Standard Gets a Local CLI in Preview Microsoft has released a public preview…
It adds project creation, workflow authoring, a local runtime, connector and connection management, run inspection…

infoq.com2d ago

Tech

Google Open-Sources TPU Sync for KV Cache and Weight Transfer on TPUs - InfoQ

Google Cloud has open-sourced TPU Sync, a native C++ library that moves KV cache blocks and model weights between TPU…
InfoQ Homepage News Google Open-Sources TPU Sync for KV Cache and Weight Transfer on TPUs Google Cloud has open-sourced TPU…
GCP also announced the TPU 8tx and TPU 8i Max systems…

infoq.com2d ago

Tech

Should You Actually Add AI To That? A Four-Question Audit For Product Teams — Smashing Magazine

An AI feature can save users time on a task…
Victor Yocco, PhD, is a UX Researcher with a focus on AI and the author of Designing Agentic AI Experiences…
Designing Websites That Convert with Paul Boag AI-Ready Design Systems For Designers with Christine Vallaure Designing For Complex UI Masterclass…

smashingmagazine.com2d ago

Tech

Articles — Smashing Magazine

Magazine on CSS, JavaScript, front-end, accessibility, UX and design. For developers, designers and front-end engineers.
October 20, 2026 — Design systems thrive on consistency, so where does randomness fit in?
Through playful demos of organic typography, bouncing letters, and splayed cards, Brecht De Ruyte shows how the new CSS random() function brings a little imperfection to the web without JavaScript libraries or preproces…

smashingmagazine.com2d ago

Tech

Author Q+A: finprim is a Case for One Financial Validation Library in TypeScript - InfoQ

finprim is an MIT-licensed TypeScript library that offers IBAN, BIC, card, sort code, VAT…
InfoQ Homepage News Author Q+A: finprim is a Case for One Financial Validation Library in TypeScript finprim…
InfoQ asked author Oluwatosin Adelaja what pushed him to build it, and where he wants it to stop.

infoq.com2d ago

Tech

LinkedIn Replaces Argo CD with a Custom GitOps Engine for Kubernetes Deployments - InfoQ

In a recent post, LinkedIn revealed it has replaced Argo CD with its own GitOps engine. This new system deploys…
InfoQ Homepage News LinkedIn Replaces Argo CD with a Custom GitOps Engine for Kubernetes Deployments In a recent post…
This new system deploys applications across over 250 Kubernetes clusters.

infoq.com2d ago

Tech

6 AI Agent Capabilities to Evaluate Before Enterprise Deployment

AI agent evaluation goes beyond accuracy. See how EGI-Bench unifies eight benchmarks to assess six enterprise capabilities and compare 14…
Shelby Heinecke Nov 12 - 5 min read In our Engineering Energizers Q&A series…
Today, we spotlight Shelby Heinecke, Director of AI Research, whose team tackled a high-stakes problem…

engineering.salesforce.com2d ago

Tech

Announcing Rust 1.100.0 | Rust Blog

Empowering everyone to build reliable and efficient software.
The Rust team is happy to announce a new version of Rust, 1.100.0.
Rust is a programming language empowering everyone to build reliable and efficient software.

blog.rust-lang.org2d ago

Tech

Catch Go bugs that fuzzing misses with Gemini and a constraint solver - Google Developers Blog

Use Go's compiler bounds-check traps, Gemini 4 Argon, and Z3 to catch latent panics in Go code that fuzzing missed…
I help lead Google's agent skills program , currently with 175 agent skills that supplement community collections like go-skills .
To keep that many skill files consistent, I wrote skill-lint…

developers.googleblog.com2d ago

Tech

How Agent Anomaly Detection scores on benchmarks we didn't write - Google Developers Blog

See how Agent Anomaly Detection scored 87% on detecting carried-out goal hijacks across public agent-security benchmarks.
AI agents now read email, book travel and move money for the people who use them.
Every tool call also pulls in text that someone else wrote…

developers.googleblog.com2d ago

Tech

Cyber Chaos Monkey: Staying ahead of security threats with AI agents (2026) - Shopify

Safely attacking Shopify’s systems with AI agents to reduce the impact of cyberattacks.
How we pair AI agents with our knowledge of Shopify’s systems to safely attack our production infrastructure, find bugs…
We're obsessed with protecting merchant and buyer data.

shopify.engineering2d ago

Tech

How Zillow runs 100 million daily notifications on AWS Step Functions | AWS Architecture Blog

Every day, Zillow sends home shoppers more than 100 million personalized email and push notifications: saved search alerts, home recommendations…
These messages are one of Zillow’s core ways to engage home shoppers…
Today, each of those notifications runs as its own short-lived workflow execution on AWS Step Functions Express Workflows.

aws.amazon.com2d ago

Tech

LAST CALL FOR ENROLLMENT: Build Production Grade AI Systems

Enrollment closes in 24 hours for Build Production Grade AI Systems. We kick off tomorrow, November 12, at 5pm PT.
Enrollment closes in 24 hours for Build Production Grade AI Systems .
We kick off tomorrow, November 12, at 5pm PT .

blog.bytebytego.com3d ago

Tech

Tests as data

Automated testing in the age of AI coding assistants is problematic: when AI agents write both production and test code…
I make three claims: (1) when AI writes the code, developers become its customers; (2) therefore customer tests…
All of this optimizes for human-readable tests that establish a contract between humans and AI.

martinfowler.com3d ago

Tech

Using mathematics to validate network configurations - Amazon Science

Static analysis of deployed networks helps reduce the risk that sensitive data leaks across partitions…
AWS's Tiros automated-reasoning tool can analyze the topology of a deployed AWS Cloud WAN network as often as every hour.
It gives a mathematical demonstration that the network matches its isolation specifications, with no dynamic packet sampling.

amazon.science3d ago

Tech

Intelligent Delivery: Making Every Unit of Compute Serve Better Ads - Engineering at Meta

Ads ranking models are growing toward LLM scale faster than the hardware to run them can keep up.
An extra unit of compute has more impact on some ad requests, models, and chips than on others.
The challenge is deciding where to allocate it to get the best outcome for the entire system.

engineering.fb.com3d ago

Tech

GitHub Makes Agentic Workflows Generally Available with Isolation and Budget Controls - InfoQ

GitHub Agentic Workflows is generally available, running coding agents in GitHub Actions with read-only defaults and separately scoped write jobs.
InfoQ Homepage News GitHub Makes Agentic Workflows Generally Available with Isolation and Budget Controls GitHub has made GitHub Agentic Workflows…
The open-source project runs coding agents inside GitHub Actions for repository tasks such as issue triage and continuous integration (CI)…

infoq.com3d ago

Tech

Introducing CNCF User Groups: Long-lived homes for End User collaboration | CNCF

The CNCF End User Community is launching its User Group Program at KubeCon + CloudNativeCon North America. These are long-lived…
Posted on November 11, 2026 by CNCF Staff & Technical Advisory Board (TAB) The CNCF End User Community is launching…
These are long-lived groups, each built around an industry vertical or problem domain…

cncf.io3d ago

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