Topic

IT

Development, infrastructure, cloud, databases, DevOps, and operational resources.

133links
567news items
Links News

IT

News

Generated digest items for this topic.

2026-07-11 07:20:45 +0000

2026-07-11

17 items
GitHub Blog Jul 10 Score 0.724362875925926

Better tools made Copilot code review worse. Here's how we actually improved it.

How migrating Copilot code review to shared Unix-style code exploration tools reduced review cost by reshaping agent workflows around pull request evidence. The post Better tools made Copilot code review worse. Here's how we actually improved it. appeared firs

IT itgithubdevelopment
InfoQ Jul 10 Score 0.7232021203703703

Cloudflare Introduces Temporary Accounts for Autonomous Worker Deployment

Cloudflare has recently introduced temporary accounts that let AI agents deploy Cloudflare Workers immediately, without first creating or authenticating with a permanent account. If left unclaimed, the accounts and their deployments expire automatically after

IT itengineeringarchitecture
InfoQ Jul 10 Score 0.7205910092592592

Presentation: Chaos Engineering GPU Clusters

Bryan Oliver discusses the frontier of AI infrastructure: chaos engineering for large-scale GPU clusters. He shares how engineering leaders can handle complex topologies, network protocols like RDMA, and NUMA misalignments. Discover seven practical fault-injec

IT itengineeringarchitecture
CNCF Blog Jul 10 Score 0.6985909981481481

Where should AI workloads run? A sovereign and sensible approach

Opinions on AI range from transformative optimism to deep skepticism, but one thing is clear: AI is becoming an increasingly important part of enterprise technology strategies. Feel free to pick whichever you like. But whatever you...

IT itkubernetescloud-native
Google Cloud Blog Jul 10 Score 0.6885905351851851

Contributing to U.K. financial sector resilience as a critical third party

At Google Cloud, we take our role in the financial ecosystem very seriously. We firmly believe that operational resilience is essential to driving and sustaining responsible innovation. Today, we mark a milestone in our ongoing commitment to the financial sect

IT itgcpcloud
Google Cloud Blog Jul 10 Score 0.6869238685185184

Frontier and Center: Who evaluates the evaluations?

Editor’s note: Some of the most interesting questions in AI are being asked by information theoreticians, around how to provide context to an emerging class of AI agents. A few weeks ago, we waded into those waters with a blog about the Open Knowledge Format ,

IT itgcpcloud
Google Cloud Blog Jul 10 Score 0.6869238680555555

What’s new with Google Cloud

Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip : Not sure where to find what you’re looking for on the Google C

IT itgcpcloud

2026-07-10 08:44:32 +0000

2026-07-10

17 items
InfoQ Jul 10 Score 0.7487715148148149

How Datadog Used Claude and Cursor for Test-Driven Production Migration

In a recent article, Datadog engineer Arnold Wakim shared what worked, what didn't, and the lessons they learned while evolving a critical production system using AI to overcome hard limits in its storage backend and significantly improve performance. By Sergi

IT itengineeringarchitecture
GitHub Blog Jul 9 Score 0.7229278064814815

How GitHub gave every repository a durable owner

GitHub had over 14,000 repositories. Fewer than half had clear ownership. Here's how we gave every active repository a validated owner in under 45 days, archived the rest, and made ownership the foundation for everything that followed. The post How GitHub gave

IT itgithubdevelopment
InfoQ Jul 9 Score 0.715243737037037

How Open Source Enables Collaboration in Creating a Platform

A platform is a collaboration system: platform teams depend on application teams, and both need shared standards. Engineers trust a platform through its predictable behavior, not its features. Being an engineer is about problem-solving and being passionate abo

IT itengineeringarchitecture
CNCF Blog Jul 9 Score 0.6925226087962962

Navigating the ingress-NGINX retirement

1. The Post-March 2026 landscape ⚠ The CatalystAcknowledge the March 2026 retirement of the Kubernetes SIG Network ingress-nginx controller. Staying on this controller introduces severe operational risks, including unpatched CVEs and a complete halt of feature

IT itkubernetescloud-native
Google Cloud Blog Jul 9 Score 0.6854379032407406

Safely run AI-generated code in Cloud Run sandboxes

Here’s a question we hear often at Google Cloud: How do you safely run AI-generated code or untrusted binaries without putting your host application, data, and cloud credentials at risk? In other words, how do you give AI-written programs a safe space to run —

IT itgcpcloud
Google Cloud Blog Jul 9 Score 0.6846045694444444

Solve harder problems with AlphaEvolve, now available to everyone on Google Cloud

Many of the most challenging and valuable problems in the world are related to optimization. Now, AI is now making these problems tractable. If you've ever tried to design a microchip, plan a delivery network, or optimize a training architecture for a large AI

IT itgcpcloud
Hacker News Jul 9 Score 0.6840841064814814

Lobsters Interview with mitchellh

@mitchellh ( blog ) was behind Vagrant , Packer , Consul , Terraform , Vault , Nomad , Waypoint and now builds Ghostty and Vouch . In this interview, we talk about terminals, Zig and open source. You've been interviewed a lot . Why do people like to interview

IT itstartupsdevelopmentcommunity
Stack Overflow Blog Jul 10 Score 0.6732161574074075

Building more than just an agent harness​​​​‌ ‍ ​‍​‍‌‍ ‌ ​‍‌‍‍‌‌‍‌ ‌‍‍‌‌‍ ‍​‍​‍​ ‍‍​‍​‍‌ ​ ‌‍​‌‌‍ ‍‌‍‍‌‌ ‌​‌ ‍‌​‍ ‍‌‍‍‌‌‍ ​‍​‍​‍ ​​‍​‍‌‍‍​‌ ​‍‌‍‌‌‌‍‌‍​‍​‍​ ‍‍​‍​‍‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​ ‍‍​‍ ​‍ ‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍ ‌‍‍‌‌‍ ‍‌ ‌​‌‍‌‌‌‍ ‍‌ ‌​​‍ ‌‍‌‌‌‍‌​‌‍‍‌‌ ‌​​‍ ‌‍ ‌‌‍ ‌‍‌​‌‍‌‌​ ‌‌ ​​‌ ​‍‌‍‌‌‌ ​ ‌‍‌‌‌‍ ‍‌ ‌​‌‍​‌‌ ‌​‌‍‍‌‌‍ ‌‍ ‍​ ‍ ‌‍‍‌‌‍‌​​ ‌‌‍‌​​ ‌‌​ ​ ‌‍‌‍​ ‍‌​ ​ ​ ‌‌​ ‍​​‍ ‌​ ​ ‌‍​‍‌‍​‍​ ​‍​‍ ‌​ ‌​‌‍‌‍​ ‌‍​ ‍‌​‍ ‌‌‍​‌‌‍‌‌‌‍​‍‌‍‌‌​‍ ‌‌‍‌​​ ​ ​ ​‌‌‍‌​​ ​‌​ ‍‌​ ‌‌​ ​‍​ ​‍‌‍​ ‌‍‌​​ ‌​​ ‍ ‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​ ‍ ‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​ ‌‍​‍‌‍​‌‌ ​ ‌‍‌‌‌‌‌‌‌ ​‍‌‍ ​​ ‌‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​‍‌‌​ ​ ‌​​‌​‍‌‌​ ​‍‌​‌‍​‍‌‌​ ​‍‌​‌‍‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍‌‍‌‍‍‌‌‍‌​​ ‌‌‍‌​​ ‌‌​ ​ ‌‍‌‍​ ‍‌​ ​ ​ ‌‌​ ‍​​‍ ‌​ ​ ‌‍​‍‌‍​‍​ ​‍​‍ ‌​ ‌​‌‍‌‍​ ‌‍​ ‍‌​‍ ‌‌‍​‌‌‍‌‌‌‍​‍‌‍‌‌​‍ ‌‌‍‌​​ ​ ​ ​‌‌‍‌​​ ​‌​ ‍‌​ ‌‌​ ​‍​ ​‍‌‍​ ‌‍‌​​ ‌​​‍‌‍‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​‍‌‍‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​‍‌‍‌ ​​‌‍‌‌‌ ​‍‌ ​ ‌ ​​‌‍‌‌‌‍​ ‌ ‌​‌‍‍‌‌ ‌‍‌‍‌‌​ ‌‌ ​​‌ ‌‌‌‍​‍‌‍ ​‌‍‍‌‌ ​ ‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌ ‌

Live from Microsoft Build, Ryan is joined by Jay Parikh, Microsoft’s VP of AI Core, for a conversation on what enterprises need to build, deploy, and run AI agents at scale with demonstrable ROI; how Microsoft built an end-to-end agent development system that

IT itdevelopmentcommunity

2026-07-09 08:48:27 +0000

2026-07-09

17 items
InfoQ Jul 9 Score 0.748210511574074

AWS Details How One Customer Scaled to One Million Lambda Functions

AWS has outlined how ProGlove, an industrial-wearables manufacturer, was able to scale its SaaS platform to run more than one million AWS Lambda functions spread across thousands of dedicated customer accounts. By Matt Foster

IT itengineeringarchitecture
GitHub Blog Jul 8 Score 0.7306531777777778

Automating cross-repo documentation with GitHub Agentic Workflows

Explore how the Aspire team turns merged product changes into SME-reviewed docs pull requests, closing the gap between release and documentation. The post Automating cross-repo documentation with GitHub Agentic Workflows appeared first on The GitHub Blog .

IT itgithubdevelopment
GitHub Blog Jul 8 Score 0.7279841962962963

GitHub availability report: June 2026

In June, we experienced six incidents that resulted in degraded performance across GitHub services. The post GitHub availability report: June 2026 appeared first on The GitHub Blog .

IT itgithubdevelopment
GitHub Blog Jul 8 Score 0.721988362962963

How GitHub Copilot enables zero DNS configuration for GitHub Pages

Go from an empty repository to a live custom domain with HTTPS in about 14 minutes, without manually editing a single DNS record. The post How GitHub Copilot enables zero DNS configuration for GitHub Pages appeared first on The GitHub Blog .

IT itgithubdevelopment
Kubernetes Blog Jul 8 Score 0.7153207069444445

Announcing etcd v3.7.0

This article is a mirror of the original announcement Today, SIG etcd is releasing etcd v3.7.0 , the latest minor release of the popular distributed key-value store and core Kubernetes component. v3.7 ships the long-requested RangeStream feature, delivers seve

IT itkubernetescontainers
Martin Fowler Jul 8 Score 0.7152381143518518

Experiences with local models for coding

Birgitta Böckeler now reports on her recent experiences trying local LLMs for coding. She compares them using two standard tasks, and tries out the most promising model for day-to-day use. more…

IT itarchitecturepatterns
CNCF Blog Jul 8 Score 0.6871520166666666

The CNCF Data Storage in Cloud Native AI White Paper

Deploying Artificial Intelligence (AI) and Machine Learning (ML) workloads at scale has become a primary objective for modern enterprises. However, moving these data-heavy, stateful workloads into cloud native infrastructure introduces massive data bottlenecks

IT itkubernetescloud-native

2026-07-08 07:42:28 +0000

2026-07-08

17 items
InfoQ Jul 7 Score 0.7304912643518519

Switching from PostgreSQL to ClickHouse for Improved Performance and Scalability

Momentic, the company behind an AI-driven software testing platform, recently rearchitected its caching system to handle over 2 million queries per day across 20 billion total entries, while maintaining an average response latency of around 250 ms. This improv

IT itengineeringarchitecture
Google Cloud Blog Jul 7 Score 0.6863240796296295

20 questions for the Agentic Enterprise (and how Agent Platform can help)

If you’re an IT leader, you might be getting a lot of questions about how to build and deploy agents. The pressure to move fast is intense, but the engineering reality is incredibly complex. Where do your teams even begin? How do you untangle a fragmented mess

IT itgcpcloud
Google Cloud Blog Jul 7 Score 0.6863240796296295

BGP route policies: Top 3 use cases by customer demand

When we first made BGP route policies for Cloud Router generally available over a year ago, our goal was to give network administrators deep, programmable control over how network paths are evaluated and propagated. Since then, we’ve been watching closely how

IT itgcpcloud
CNCF Blog Jul 7 Score 0.6859068777777777

Two months of Open Community Groups

Two months ago, the CNCF launched Open Community Groups (OCG, ocgroups.dev), an online meetup platform that's open source. This wasn't a weekend project that happened to ship, it was almost two years in the making before...

IT itkubernetescloud-native
Stack Overflow Blog Jul 8 Score 0.6699356208333334

What's left for infrastructure-as-code after AI moves in?​​​​‌ ‍ ​‍​‍‌‍ ‌ ​‍‌‍‍‌‌‍‌ ‌‍‍‌‌‍ ‍​‍​‍​ ‍‍​‍​‍‌ ​ ‌‍​‌‌‍ ‍‌‍‍‌‌ ‌​‌ ‍‌​‍ ‍‌‍‍‌‌‍ ​‍​‍​‍ ​​‍​‍‌‍‍​‌ ​‍‌‍‌‌‌‍‌‍​‍​‍​ ‍‍​‍​‍‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​ ‍‍​‍ ​‍ ‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍ ‌‍‍‌‌‍ ‍‌ ‌​‌‍‌‌‌‍ ‍‌ ‌​​‍ ‌‍‌‌‌‍‌​‌‍‍‌‌ ‌​​‍ ‌‍ ‌‌‍ ‌‍‌​‌‍‌‌​ ‌‌ ​​‌ ​‍‌‍‌‌‌ ​ ‌‍‌‌‌‍ ‍‌ ‌​‌‍​‌‌ ‌​‌‍‍‌‌‍ ‌‍ ‍​ ‍ ‌‍‍‌‌‍‌​​ ‌​ ‌ ‌‍‌‌‌‍​‍‌‍‌​​ ‌ ​ ‌‍‌‍‌​​ ​‍​‍ ‌‌‍​ ‌‍‌‌‌‍​‍‌‍​ ​‍ ‌​ ‌​‌‍​‍​ ‍​​ ‍​​‍ ‌​ ‍​​ ​‍‌‍‌‍​ ‍‌​‍ ‌​ ​ ‌‍‌​‌‍‌‍‌‍​‍​ ​‍‌‍​ ​ ‍​‌‍​‍‌‍​ ​ ‌‌‌‍​ ‌‍​‌​ ‍ ‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​ ‍ ‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​ ‌‍​‍‌‍​‌‌ ​ ‌‍‌‌‌‌‌‌‌ ​‍‌‍ ​​ ‌‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​‍‌‌​ ​ ‌​​‌​‍‌‌​ ​‍‌​‌‍​‍‌‌​ ​‍‌​‌‍‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍‌‍‌‍‍‌‌‍‌​​ ‌​ ‌ ‌‍‌‌‌‍​‍‌‍‌​​ ‌ ​ ‌‍‌‍‌​​ ​‍​‍ ‌‌‍​ ‌‍‌‌‌‍​‍‌‍​ ​‍ ‌​ ‌​‌‍​‍​ ‍​​ ‍​​‍ ‌​ ‍​​ ​‍‌‍‌‍​ ‍‌​‍ ‌​ ​ ‌‍‌​‌‍‌‍‌‍​‍​ ​‍‌‍​ ​ ‍​‌‍​‍‌‍​ ​ ‌‌‌‍​ ‌‍​‌​‍‌‍‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​‍‌‍‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​‍‌‍‌ ​​‌‍‌‌‌ ​‍‌ ​ ‌ ​​‌‍‌‌‌‍​ ‌ ‌​‌‍‍‌‌ ‌‍‌‍‌‌​ ‌‌ ​​‌ ‌‌‌‍​‍‌‍ ​‌‍‍‌‌ ​ ‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌ ‌

Ryan is joined by Rosemary Wang, Developer Advocate at IBM, to explore what infrastructure as code looks like once AI starts writing and deploying it. ​​​​‌ ‍ ​‍​‍‌‍ ‌ ​‍‌‍‍‌‌‍‌ ‌‍‍‌‌‍ ‍​‍​‍​ ‍‍​‍​‍‌ ​ ‌‍​‌‌‍ ‍‌‍‍‌‌ ‌​‌ ‍‌​‍ ‍‌‍‍‌‌‍ ​‍​‍​‍ ​​‍​‍‌‍‍​‌ ​‍‌‍‌‌‌‍‌

IT itdevelopmentcommunity

2026-07-07 14:30:47 +0000

2026-07-07

17 items
Martin Fowler Jul 7 Score 0.7467561189814815

Viability of local models for coding

Birgitta Böckeler recently spent some time trying out running local LLMs for some programming tasks. In this memo she outlines the factors that influence how viable they are for the job. more…

IT itarchitecturepatterns
InfoQ Jul 7 Score 0.739144961574074

How HubSpot Scaled Semantic Search to 20 Billion Vectors

SaaS software vendor HubSpot has described how its semantic search platform grew from a proof of concept into an internal service that now manages more than 20 billion vectors across 38-plus teams. The company says the system now supports agents, RAG, and cont

IT itengineeringarchitecture
InfoQ Jul 7 Score 0.7372282949074074

Node.js 26: Temporal API Enabled by Default, V8 14.6, and a Round of Deprecations

Node.js 26 has been released, featuring the Temporal API enabled by default, an updated V8 engine to version 14.6, and the Undici HTTP client upgraded to 8.0. The release also removes deprecated legacy APIs. Developers should note migration points related to N

IT itengineeringarchitecture
Lobsters Jul 7 Score 0.7091223541666666

Put NetHack on my community app and this 38-year-old game keeps outsmarting me

I added NetHack to my community app a while back, unmodified upstream binary running on a shared box. I thought I was adding "an old roguelike". I was not prepared. :D It shipped multiplayer in the 80s and nobody calls it that. Bones files. Someone dies on lvl

IT itprogrammingsystemscommunity
CNCF Blog Jul 7 Score 0.7074786263888888

Why sandboxing your agent is not enough

The agentic AI space is moving incredibly fast. Not long ago, I learned about a cool project called agent-sandbox, which provides a sandboxed environment for AI agents by leveraging many of the building blocks we have...

IT itkubernetescloud-native
Martin Fowler Jul 6 Score 0.7072838967592593

Fragments: July 6

Last week, Thoughtworks ran a second Future of Software Development Retreat , this time in Europe. As with the previous event, I’ll be sharing some fragmentary thoughts on this. There were five parallel streams, so I could, at best, only attend ⅕ of sessions.

IT itarchitecturepatterns
Google Cloud Blog Jul 6 Score 0.6749780106481481

Shift into high gear with agents: Securing the software-defined vehicle

The automotive industry is at a pivotal crossroads as it hits the gas on adopting new technology. The era of the traditional connected vehicle has shifted into the age of the software-defined vehicle (SDV), notable for rapid innovation with many new capabiliti

IT itgcpcloud
Hacker News Jul 7 Score 0.6720680712962963

98% Isn't Much

Comments

IT itstartupsdevelopmentcommunity

2026-07-06 09:12:33 +0000

2026-07-06

17 items
InfoQ Jul 6 Score 0.7496831222222222

Presentation: Practical Robustness: Going Beyond Memory Safety in Rust

Andy Brinkmeyer shares how engineering leaders and architects can use Rust to build failure-proof systems. Moving beyond memory safety, he explains how ownership, enums, and the typestate pattern embed complex runtime protocols into compile-time checks. Learn

IT itengineeringarchitecture
InfoQ Jul 6 Score 0.7479886777777778

AI Model Context Protocol Adds Centralised Auth for Enterprise

The Model Context Protocol team has promoted its Enterprise-Managed Authorisation extension to stable status, adding a centralised way for organisations to control access to MCP servers through their identity provider. The project states the aim is to replace

IT itengineeringarchitecture
InfoQ Jul 6 Score 0.7446553444444445

Cloudflare and AWS Embed x402 Agent Payments at the Edge

Cloudflare and AWS both implemented x402 stablecoin micropayments at their edge networks within two weeks. The open protocol under the Linux Foundation revives HTTP 402 for agent-to-service payments with sub-cent transaction costs. Coinbase reports 169 million

IT itengineeringarchitecture
SRE Weekly Jul 6 Score 0.7368860689814815

SRE Weekly Issue #524

View on sreweekly.com A message from our sponsor, Buildkite: More places to run, more scale to manage and maintain, usually means more blind spots; not here. Buildkite's control plane holds the live state of every job, agent and queue, regardless of throughput

IT itsrereliabilityoperations
InfoQ Jul 5 Score 0.7095164555555555

AWS Introduces Amazon S3 Annotations

AWS recently announced Amazon S3 Annotations, a feature that lets teams attach rich, searchable context such as summaries, classifications, compliance data, or AI-generated insights directly to S3 objects. Annotations can be updated independently of the object

IT itengineeringarchitecture
Lobsters Jul 5 Score 0.6862720597222222

Work In Progress Rust

Comments

IT itprogrammingsystemscommunity

2026-07-05 08:20:50 +0000

2026-07-05

17 items
InfoQ Jul 5 Score 0.7497875550925925

Claude Reaches GA on Microsoft Foundry: European Enterprises Cannot Deploy It

Claude models reached GA on Microsoft Foundry with Azure-native billing and governance, but no European data zone exists. Anthropic's own documentation confirms data residency guarantees apply to Bedrock and Vertex AI but not Foundry. European practitioners fr

IT itengineeringarchitecture
InfoQ Jul 4 Score 0.7098431106481482

Cycle Introduces EU Control Plane as Sovereignty Debate Continues

Cycle recently introduced a separate EU-based control plane, allowing European customers to keep platform management data and telemetry within Europe. The new offering is designed to improve compliance, operational isolation, and responsiveness for European or

IT itengineeringarchitecture
Lobsters Jul 4 Score 0.6950185393518518

Better Models: Worse Tools

A rare case where I want to put a post of mine here. Reason being that I was hunting down tool calling behavior regressions with the latest generation of Anthropic models and I found the resulting behavior both puzzling and quite problematic. Those models appe

IT itprogrammingsystemscommunity
Lobsters Jul 4 Score 0.6946305763888888

Returning to Zig

Comments

IT itprogrammingsystemscommunity
Hacker News Jul 5 Score 0.6709834277777779

Megawatts by Microwave

Comments

IT itstartupsdevelopmentcommunity
AWS Blog Jul 1 Score 0.6049960421296297

Upgrade Amazon EKS clusters with confidence using Kubernetes version rollbacks

Learn how Kubernetes version rollbacks for Amazon EKS let you reverse cluster upgrades within seven days. This new feature provides a safety net for upgrade failures—no cluster rebuilds required—turning Kubernetes version upgrades into a reversible, low-risk o

IT itawscloud
GitHub Blog Jul 1 Score 0.6027455578703704

6 security settings every GitHub maintainer should enable this week

These six free settings will not make your project unhackable. Nothing will. What they will do is close the easy doors. Turn these on, and your project will be meaningfully harder to attack than it was before. The post 6 security settings every GitHub maintain

IT itgithubdevelopment
Stack Overflow Blog Jul 3 Score 0.5938709708333334

The good, the bad, and the AI apps​​​​‌ ‍ ​‍​‍‌‍ ‌ ​‍‌‍‍‌‌‍‌ ‌‍‍‌‌‍ ‍​‍​‍​ ‍‍​‍​‍‌ ​ ‌‍​‌‌‍ ‍‌‍‍‌‌ ‌​‌ ‍‌​‍ ‍‌‍‍‌‌‍ ​‍​‍​‍ ​​‍​‍‌‍‍​‌ ​‍‌‍‌‌‌‍‌‍​‍​‍​ ‍‍​‍​‍‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​ ‍‍​‍ ​‍ ‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍ ‌‍‍‌‌‍ ‍‌ ‌​‌‍‌‌‌‍ ‍‌ ‌​​‍ ‌‍‌‌‌‍‌​‌‍‍‌‌ ‌​​‍ ‌‍ ‌‌‍ ‌‍‌​‌‍‌‌​ ‌‌ ​​‌ ​‍‌‍‌‌‌ ​ ‌‍‌‌‌‍ ‍‌ ‌​‌‍​‌‌ ‌​‌‍‍‌‌‍ ‌‍ ‍​ ‍ ‌‍‍‌‌‍‌​​ ‌​ ‌​‌‍‌​​ ​​​ ​‌​ ‌ ​ ‌‌‌‍‌‍​ ‌​​‍ ‌​ ‌​​ ​​‌‍​‌​ ‍​​‍ ‌​ ‌​​ ‌ ‌‍‌‌‌‍​‍​‍ ‌​ ‍‌‌‍​‍‌‍​‍​ ​ ​‍ ‌‌‍​‌​ ‌​​ ‌‌​ ​ ‌‍​‍​ ​ ​ ​‍​ ‌‍‌‍​‌‌‍​‌​ ‌ ‌‍‌​​ ‍ ‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​ ‍ ‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​ ‌‍​‍‌‍​‌‌ ​ ‌‍‌‌‌‌‌‌‌ ​‍‌‍ ​​ ‌‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​‍‌‌​ ​ ‌​​‌​‍‌‌​ ​‍‌​‌‍​‍‌‌​ ​‍‌​‌‍‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍‌‍‌‍‍‌‌‍‌​​ ‌​ ‌​‌‍‌​​ ​​​ ​‌​ ‌ ​ ‌‌‌‍‌‍​ ‌​​‍ ‌​ ‌​​ ​​‌‍​‌​ ‍​​‍ ‌​ ‌​​ ‌ ‌‍‌‌‌‍​‍​‍ ‌​ ‍‌‌‍​‍‌‍​‍​ ​ ​‍ ‌‌‍​‌​ ‌​​ ‌‌​ ​ ‌‍​‍​ ​ ​ ​‍​ ‌‍‌‍​‌‌‍​‌​ ‌ ‌‍‌​​‍‌‍‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​‍‌‍‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​‍‌‍‌ ​​‌‍‌‌‌ ​‍‌ ​ ‌ ​​‌‍‌‌‌‍​ ‌ ‌​‌‍‍‌‌ ‌‍‌‍‌‌​ ‌‌ ​​‌ ‌‌‌‍​‍‌‍ ​‌‍‍‌‌ ​ ‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌ ‌

Ryan welcomes Benny Chen, co-founder of Fireworks AI, to the show to explore what actually makes an AI application good or not, how to balance qualitative signals with quantitative metrics when evaluating AI, and how open-source eval protocols and community ef

IT itdevelopmentcommunity

2026-07-04 04:01:06 +0000

2026-07-04

17 items
InfoQ Jul 3 Score 0.7233027236111111

OpenTelemetry Graduates to CNCF's Highest Maturity Level

The Cloud Native Computing Foundation (CNCF) has announced the graduation of OpenTelemetry, elevating the project to the foundation's highest level of maturity and formally recognizing it as production-ready for enterprise use. By Craig Risi

IT itengineeringarchitecture
InfoQ Jul 3 Score 0.7216360569444444

Mini book: Agentic AI Architecture

In this eMag, we try to establish agentic AI architecture as a new type of software architecture that will likely dominate the industry for years to come. The articles, written by industry experts, cover various elements and aspects of agentic AI architecture.

IT itengineeringarchitecture
Lobsters Jul 3 Score 0.7048348379629629

Magit 4.6 released

Comments

IT itprogrammingsystemscommunity
Lobsters Jul 3 Score 0.7021760416666666

My favorite keyboards

Comments

IT itprogrammingsystemscommunity
Lobsters Jul 3 Score 0.6895427083333332

Fourteener Lobsters

Hey folks, Once more around the sun, today is 14 years since Lobsters launched in 2012. Like the the American fourteeners , our activity charts have been busily sloping upwards. We now have 20,412 users who've submitted 127,589 stories, written 696,054 comment

IT itprogrammingsystemscommunity
CNCF Blog Jul 3 Score 0.6841364592592591

How data sovereignty is changing cloud native infrastructure design

The core issue isn't where your server sits. It's who can be compelled to hand over what's on it. For years, cloud providers treated sovereignty as a geography problem. Pick a region. Choose a country. Keep...

IT itkubernetescloud-native

2026-07-03 04:01:09 +0000

2026-07-03

17 items
GitHub Blog Jul 2 Score 0.7299695930555555

How GitHub used secret scanning to reach inbox zero

GitHub had 20,000+ secret scanning alerts across 15,000 repositories. Here's how we separated signal from noise, built remediation workflows, and reached inbox zero in nine months. The post How GitHub used secret scanning to reach inbox zero appeared first on

IT itgithubdevelopment
InfoQ Jul 2 Score 0.7299691736111111

SwiftUI Adds New Document Protocol, Improves Performance, and More

Announced at WWDC 2026, the latest SwiftUI release brings a new Document protocol for efficient disk access and snapshot-based updates, along with improved APIs for reordering items in lists, grids, and sections. In addition, it expands presentation features,

IT itengineeringarchitecture
InfoQ Jul 2 Score 0.7223858402777777

Shifting Platform Development from Projects to Products

A company shifted from project- to product-thinking after their platform outgrew single-team use. The limitations that they felt with their platform were one-off deliveries, lack of product vision, and weak feedback loops. They have moved toward a self-service

IT itengineeringarchitecture
InfoQ Jul 2 Score 0.7200802847222222

Apple Extends Private Cloud Compute to Google Cloud for the First Time

Apple chose Google Cloud to run Private Cloud Compute outside its own data centers for the first time, using NVIDIA Blackwell GPUs, Intel TDX, and Google's Titan chip. Apple maintains an independent append-only hardware ledger and dual-vendor attestation roots

IT itengineeringarchitecture
CNCF Blog Jul 2 Score 0.6908482699074073

(re)introducing kpt: Your toolchain for infrastructure automation

What is kpt? The opening tagline of the kpt documentation describes it as "… a package-centric toolchain that enables a WYSIWYG configuration authoring, automation, and delivery experience, which simplifies managing Kubernetes platforms and KRM-driven in

IT itkubernetescloud-native
Lobsters Jul 2 Score 0.689251711111111

Tools or techniques for conveying mental models?

What are tools or techniques which well for conveying and growing mental model? Techniques I have seen which work well include: Building and maintaining the system (growing) Scribbling on napkins or gesturing next to someone with a furrowed brow (conveying) Do

IT itprogrammingsystemscommunity
Google Cloud Blog Jul 2 Score 0.6891355171296295

Google’s Continued Disruption of Malicious Residential Proxy Networks

Background Today, in coordination with the FBI, Lumen, and others, Google took action against the NetNut residential proxy network, also known as Popa. This action builds on our disruption of the IPIDEA proxy network that took place in January 2026, and is a c

IT itgcpcloud
Hacker News Jul 3 Score 0.6700455546296297

CarPlay Is Additive

Comments

IT itstartupsdevelopmentcommunity

2026-07-02 04:01:11 +0000

2026-07-02

17 items
AWS Blog Jul 1 Score 0.7322055555555556

Upgrade Amazon EKS clusters with confidence using Kubernetes version rollbacks

Learn how Kubernetes version rollbacks for Amazon EKS let you reverse cluster upgrades within seven days. This new feature provides a safety net for upgrade failures—no cluster rebuilds required—turning Kubernetes version upgrades into a reversible, low-risk o

IT itawscloud
GitHub Blog Jul 1 Score 0.7299552120370371

6 security settings every GitHub maintainer should enable this week

These six free settings will not make your project unhackable. Nothing will. What they will do is close the easy doors. Turn these on, and your project will be meaningfully harder to attack than it was before. The post 6 security settings every GitHub maintain

IT itgithubdevelopment
InfoQ Jul 1 Score 0.7216357861111111

Presentation: The Infrastructure Challenge Behind Production AI

The panelists explain the realities of running AI systems reliably at scale. While building models is solved, maintaining production databases under constant pressure is not. They discuss the emerging architectural decisions separating teams that scale gracefu

IT itengineeringarchitecture
The Register — Software Jul 1 Score 0.6999449499999999

Godot says bye bye AI, bans vibe-coded contributions

'We can’t trust heavy users of AI to understand their code enough to fix it,' say maintainers who previously called the flood of vibe-coded pull requests 'demoralizing'

IT itsoftwareindustry
Google Cloud Blog Jul 1 Score 0.6974684319444444

SOCRadar powers rapid threat detection with AlloyDB and Gemini Enterprise

Editor’s note: SOCRadar is a leading cybersecurity company that provides threat intelligence to businesses worldwide. As the volume of cyber threats continued to grow, SOCRadar needed to modernize its data infrastructure to deliver faster insights to its custo

IT itgcpcloud
Google Cloud Blog Jul 1 Score 0.6958017652777777

AlloyDB AI Functions - now with revolutionary performance boosts and cost savings

AlloyDB is an AI-native database—it isn’t just a passive data store, it intelligently understands and processes your data. With AlloyDB, you get industry-leading vector and hybrid search, near 100% accurate natural language-to-SQL capabilities to build convers

IT itgcpcloud
Google Cloud Blog Jul 1 Score 0.6924684314814814

Get started with the Claude apps gateway for Google Cloud

Anthropic's agentic coding tool Claude Code has worked with Google Cloud for a while now. An individual developer could easily point CLAUDE_CODE_USE_VERTEX=1 at a Google Cloud (GCP) project, grant the role roles/aiplatform.user , and inference stays inside you

IT itgcpcloud
Google Cloud Blog Jul 1 Score 0.6924684314814814

What’s new with Google Cloud

Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip : Not sure where to find what you’re looking for on the Google C

IT itgcpcloud
Lobsters Jul 1 Score 0.6885428898148147

Announcing Box3D

Comments

IT itprogrammingsystemscommunity

2026-07-01 04:01:08 +0000

2026-07-01

17 items
GitHub Blog Jun 30 Score 0.7324211189814814

How GitHub maintains compliance for open source dependencies

Explore how the Open Source Program Office uses GitHub’s new license compliance product to manage open source dependencies at scale. The post How GitHub maintains compliance for open source dependencies appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 30 Score 0.7276076180555555

Presentation: Trustworthy Productivity: Securing AI-Accelerated Development

Sriram Madapusi Vasudevan discusses industry-converging patterns for securing autonomous AI agents in production. He explains the critical vulnerabilities hidden inside the ReAct loop across context, reasoning, and tool execution. He shares how to mitigate ris

IT itengineeringarchitecture
InfoQ Jun 30 Score 0.7249687291666667

Elastic Open-Sources Atlas Agent Memory Based on Cognitive Science

Elastic open-sourced Atlas, a system built on Elasticsearch that maintains three categories of memory for agents. Atlas integrates with agents via MCP and maintains per-user isolation of memories. When evaluated on question-answering capability, it scored 0.89

IT itengineeringarchitecture
InfoQ Jun 30 Score 0.7185520625

AWS Launches Lambda MicroVMs for Isolated Agent and User Code Execution

AWS launched Lambda MicroVMs, a new serverless compute primitive that runs each user session or AI agent in its own Firecracker virtual machine with hardware-level isolation, snapshot-based rapid launch, and state preservation for up to eight hours. Reddit com

IT itengineeringarchitecture
Lobsters Jun 30 Score 0.702931499074074

jj jj jj jj jj

Comments

IT itprogrammingsystemscommunity
Google Cloud Blog Jun 30 Score 0.695801761574074

Conversational analytics in BigQuery brings trusted agentic reasoning to everyone

Businesses run on fast decisions, but the teams who hold the answers are often buried under a backlog of routine requests, leaving users waiting in line for insights they need now. Today, we are bringing Conversational Analytics in BigQuery to general availabi

IT itgcpcloud
Google Cloud Blog Jun 30 Score 0.6924684282407406

How Schrödinger sped up molecular discovery by 4x with Alphaevolve

Computational chemistry researchers have traditionally faced a frustrating trade-off when simulating molecular interactions: use fast classical force fields that sacrifice precision or rely on accurate quantum-mechanical methods that run too slowly on large jo

IT itgcpcloud

2026-06-30 04:01:07 +0000

2026-06-30

17 items
GitHub Blog Jun 29 Score 0.7323422407407407

Highlights from Git 2.55

The open source Git project just released Git 2.55. Here is GitHub’s look at some of the most interesting features and changes introduced since last time. The post Highlights from Git 2.55 appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 29 Score 0.7280245893518519

Eliya 25 Brings a JVM-Level Diagnostic Profile to OpenJDK 25 LTS

Asymm Systems has released Eliya 25.0.3, an OpenJDK 25 LTS distribution aimed at improving production diagnostics in Java environments. It consolidates several HotSpot features into an opt-in Production profile. Eliya is designed for teams needing reliable dia

IT itengineeringarchitecture
Google Cloud Blog Jun 29 Score 0.7041354634259258

Supercharging the agentic era with Spanner’s multi-model architecture

In the agentic era, the role of the database has fundamentally changed. It is no longer a passive repository; it’s a critical context engine designed to ground generative AI apps, models and power autonomous workflows. To do this effectively, databases must mo

IT itgcpcloud
Google Cloud Blog Jun 29 Score 0.6924687967592592

Cloud CISO Perspectives: How Google Cloud Security uses AI internally

Welcome to the second Cloud CISO Perspectives for June 2026. Today, we’re discussing how we use AI to chart a path to autonomous software development lifecycle security. As with all Cloud CISO Perspectives, the contents of this newsletter are posted to the Goo

IT itgcpcloud
Google Cloud Blog Jun 29 Score 0.6924687967592592

Synthesize the big picture and analyze trends with BigQuery's AI.AGG function

We recently announced the preview of the BigQuery AI.AGG() function. With AI.AGG() , you can use natural-language instructions within a single line of SQL to summarize or synthesize information over millions of rows of unstructured or even multimodal data. Sum

IT itgcpcloud
Google Cloud Blog Jun 29 Score 0.6924687967592592

Scaling Network Analysis for Fraud Prevention with BigQuery Graph

Based in the UK, Curve are building a financial super-app, a smart wallet that consolidates all your debit and credit cards into a single app and card, simplifying how millions of users spend, send and save money. However, operating at this scale means confron

IT itgcpcloud

2026-06-29 04:01:14 +0000

2026-06-29

17 items
SRE Weekly Jun 29 Score 0.7461788796296296

SRE Weekly Issue #523

View on sreweekly.com A message from our sponsor, Buildkite: More places to run, more scale to manage and maintain, usually means more blind spots; not here. Buildkite's control plane holds the live state of every job, agent and queue, regardless of throughput

IT itsrereliabilityoperations
InfoQ Jun 28 Score 0.7166336777777778

Swift 6.4 Brings New Language Features and Swift Testing/XCTest Interop

Currently available as a beta in Xcode 27, Swift 6.4 introduces a range of enhancements: better C interoperability, simplified OS availability check, fine-grained warning control, async support in defer, efficient iteration for non-noncopyable types, up to 4x

IT itengineeringarchitecture
InfoQ Jun 28 Score 0.7131614555555555

AWS Previews FinOps Agent for Cost Analysis and Optimization

Amazon has released AWS FinOps Agent in public preview, a managed service that automates several common FinOps workflows. The agent can investigate cost anomalies, correlate spend changes with AWS activity data, and integrate with tools such as Slack and Jira

IT itengineeringarchitecture
Hacker News Jun 28 Score 0.6680494893518519

Better Images of AI

Comments

IT itstartupsdevelopmentcommunity
Kubernetes Blog Jun 24 Score 0.573300250462963

Spotlight on WG Device Management

The rising popularity of AI, Edge, and Telecommunications workloads on Kubernetes has led to new requirements for hardware management. We now need hardware specification beyond CPU time and memory allocations. This includes allocating GPUs, TPUs, network inter

IT itkubernetescontainers

2026-06-28 04:01:16 +0000

2026-06-28

17 items
Lobsters Jun 27 Score 0.6930008629629629

Guards! Guards

Comments

IT itprogrammingsystemscommunity
The Register — Software Jun 26 Score 0.6487464402777777

One man, two kernels, and a lot of RISC-V

A homebrew PC and mini-mainframe were only the warm-up for Yuri Zaporozhets' latest operating system

IT itsoftwareindustry
Docker Blog Jun 27 Score 0.6336140837962964

What Does EU AI Act Compliance Require?

Learn what EU AI Act compliance requires at each risk tier, key deadlines through 2027, and how engineering teams can operationalize AI governance.

IT itdockercontainers

2026-06-27 04:01:08 +0000

2026-06-27

17 items
Kubernetes Blog Jun 26 Score 0.733302486574074

Open source maintainership in the age of AI

AI has really changed the game around software development. More people are leveraging AI than ever to contribute patches to projects they use. To me, this is a good thing as more folks will contribute patches rather than fork or not fix them. The main problem

IT itkubernetescontainers
InfoQ Jun 26 Score 0.7310518962962963

Vercel Introduces Eve, an Open-Source Framework for Building AI Agents

Vercel has released Eve, an open-source framework for building, deploying, and operating AI agents in production. The framework uses a filesystem-based project structure to organize agent instructions, tools, skills, subagents, communication channels, and sche

IT itengineeringarchitecture
GitHub Blog Jun 26 Score 0.7233025680555556

Transitioning as a Hubber

How GitHub's culture and benefits helped me be the best version of myself. The post Transitioning as a Hubber appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 26 Score 0.7233018962962963

Argo CD 3.5 Tightens Supply Chain Security with Internal mTLS and Source Integrity

The Argo CD project released a v3.5 release candidate in June 2026. This version adds mutual TLS enforcement for internal components. It also includes Git commit signature verification for supply chain security and native ApplicationSet management in the UI. T

IT itengineeringarchitecture
Lobsters Jun 27 Score 0.7060448138888888

NLNet Labs LLM Policy

Comments

IT itprogrammingsystemscommunity
Kubernetes Blog Jun 25 Score 0.6999691532407407

Introducing the Cluster API plugin for Headlamp

Headlamp is an open-source, extensible Kubernetes SIG UI project designed to let you explore, manage, and debug cluster resources directly from a browser. Cluster API (CAPI) is a Kubernetes sub-project that brings declarative, Kubernetes-style APIs to cluster

IT itkubernetescontainers
Kubernetes Blog Jun 25 Score 0.6966358199074074

Inspect Volcano workloads faster with Headlamp

Volcano is a cloud native batch scheduler for Kubernetes, built for high-performance computing, AI/ML, and other batch workloads. Headlamp is an extensible Kubernetes web UI. With its plugin system, Headlamp can surface APIs and workflows beyond the built-in K

IT itkubernetescontainers
Google Cloud Blog Jun 26 Score 0.695801998148148

Securing agentic AI with perimeter guardrails: What's new in VPC Service Controls

As enterprises scale autonomous AI agents into production, enabling safe innovation requires robust architectural guardrails. AI agents connect across tools and datasets, so it’s essential to establish clear network-level boundaries for comprehensive data prot

IT itgcpcloud
Kubernetes Blog Jun 25 Score 0.6933024861111111

See your serverless: introducing the Headlamp plugin for Knative

Headlamp is an open-source, extensible Kubernetes SIG UI project designed to let you explore, manage, and debug cluster resources. Knative brings serverless workloads to Kubernetes, handling traffic routing, autoscaling, and revision management so teams can de

IT itkubernetescontainers
Google Cloud Blog Jun 26 Score 0.6924686643518517

What’s new with Google Cloud

Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip : Not sure where to find what you’re looking for on the Google C

IT itgcpcloud

2026-06-26 04:01:09 +0000

2026-06-26

17 items
InfoQ Jun 25 Score 0.7349688157407407

How Cloudflare Solved a Congestion Bug in quiche

Cloudflare has recently shared how they uncovered an issue in their Rust implementation of CUBIC, a congestion controller algorithm, which prevented it from recovering from a scenario of heavy packet loss at the start of a connection. By Gianmarco Nalin

IT itengineeringarchitecture
InfoQ Jun 25 Score 0.721802149074074

Building a European Cloud Orchestration Platform within an Enterprise

Modern cloud deployments involve many tools with different lifecycles, creating a heavy burden on engineers. The Kubernetes ecosystem offers a unified Control Plane approach. Sharing best practices through tech talks and inner-source collaboration can create a

IT itengineeringarchitecture
InfoQ Jun 25 Score 0.7206077046296296

Presentation: Rust at the Core - Accelerating Polyglot SDK Development

Spencer Judge discusses the architectural pattern of building a shared core in Rust with language-specific layers on top. Drawing from his work on Temporal's SDKs, he shares lessons on navigating FFI boundaries, bridging async concepts, and managing memory saf

IT itengineeringarchitecture
InfoQ Jun 25 Score 0.7190521490740741

Cloudflare Ships Agent Skills for Zero Trust Deployment and Migration

Cloudflare released the Cloudflare One stack, an open-source library of agent skills for planning, deploying, and managing Zero Trust environments. The skills include automated migration logic for Zscaler and Palo Alto Networks, the same logic used in Cloudfla

IT itengineeringarchitecture
InfoQ Jun 25 Score 0.7150243712962963

Slack Outlines Four-Phase Journey to a Multi-Cloud AI Serving Platform

Slack has outlined how its AI serving infrastructure evolved through four distinct phases, moving from a self-managed Amazon SageMaker deployment to a multi-cloud architecture spanning AWS Bedrock and Google Cloud Vertex AI. By Matt Foster

IT itengineeringarchitecture
Lobsters Jun 26 Score 0.7064130425925925

Om Malik, 1966-2026

Comments

IT itprogrammingsystemscommunity
CNCF Blog Jun 25 Score 0.6848302962962962

Building a Cluster-Aware AI Agent with Kubernetes, Argo CD, and GitOps

A practical walkthrough of running a self-hosted, read-only AI agent inside a Kubernetes cluster, with the full CI/CD chain handled by GitHub Actions and Argo CD Image Updater. No data leaves the cluster, no cloud AI...

IT itkubernetescloud-native

2026-06-25 04:01:06 +0000

2026-06-25

17 items
InfoQ Jun 25 Score 0.7468581342592593

Grab Builds Secure Agentic AI Workload Platform

Grab's security team built Palana, a Kubernetes-native secure execution platform, to run autonomous AI agents safely. Unlike deterministic software, model-driven agents exhibit unpredictable tool-use, code-writing, and prompt injection risks. Palana contains t

IT itengineeringarchitecture
Kubernetes Blog Jun 24 Score 0.733303025

Spotlight on WG Device Management

The rising popularity of AI, Edge, and Telecommunications workloads on Kubernetes has led to new requirements for hardware management. We now need hardware specification beyond CPU time and memory allocations. This includes allocating GPUs, TPUs, network inter

IT itkubernetescontainers
InfoQ Jun 24 Score 0.7282192453703704

AI Is Moving up the Software Lifecycle: From Code Review to PRD Governance

Technology companies are extending AI beyond code generation into earlier stages of the software lifecycle, including PRD validation, design inputs, and code review. Initiatives from Uber, DoorDash, and Cloudflare highlight a shift toward AI-driven governance

IT itengineeringarchitecture
InfoQ Jun 24 Score 0.7223303564814815

Presentation: Rules for Understanding Language Models

Naomi Saphra discusses 5 rules governing language model behavior, breaking down why LLMs act like populations rather than individuals. She explains how tokenization creates strange semantic blind spots and highlights the mechanics of sycophancy, showing how mo

IT itengineeringarchitecture
Google Cloud Blog Jun 24 Score 0.6941358708333333

Enhanced data resilience with cross-region backups in Backup and DR Service

To maintain business continuity, you need a robust data-backup strategy. While multi-region backups offer the highest availability, many organizations want a more cost-effective way to protect their data against a regional outage, but still adhere to data resi

IT itgcpcloud
CNCF Blog Jun 24 Score 0.6850252291666665

From Awareness to Engineered Accessibility in Open Source

The open-source ecosystem thrives on a deceptively simple premise: anyone, anywhere, can show up and contribute. But that promise quietly breaks down at the edges. A contributor who needs written context before a synchronous call, or...

IT itkubernetescloud-native

2026-06-24 04:01:09 +0000

2026-06-24

17 items
GitHub Blog Jun 23 Score 0.729969675

I automated my job (and it made me a better leader)

Explore how my day as a senior leader looks now that I use 40 automations to help, and learn more about some of my favorites. The post I automated my job (and it made me a better leader) appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 23 Score 0.725108125

Presentation: The Time It Wasn't DNS

Sean Klein discusses why "human error" is a dangerous myth in complex systems. Sharing the inside story of Azure’s 2023 global WAN outage, he explains how modern incident analysis looks past the "Five Whys" to uncover systemic issues. Learn how engineering lea

IT itengineeringarchitecture
Google Cloud Blog Jun 23 Score 0.6924689708333333

Verifiable, private AI: Google Cloud expands Confidential Computing frontiers

Protecting sensitive data used with AI is a critical part of our commitment to providing advanced and secure cloud infrastructure. Confidential Computing cryptographically protects data in use in hardware-based Trusted Execution Environments (TEEs) with verifi

IT itgcpcloud
Google Cloud Blog Jun 23 Score 0.6924689708333333

Log Analytics is now Observability Analytics: Query logs and traces with SQL

To effectively operate and troubleshoot applications, developers and site reliability engineers (SREs) need to understand the full context of their system's behavior, typically as part of their logging and observability tooling. Today, we’re excited to announc

IT itgcpcloud

2026-06-23 04:01:08 +0000

2026-06-23

17 items
GitHub Blog Jun 22 Score 0.732205938425926

From pledge to practice: Building a more inclusive open source ecosystem

Learn about the progress we’ve made toward our accessibility goals and how you can help make open source more inclusive. The post From pledge to practice: Building a more inclusive open source ecosystem appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 22 Score 0.7216355837962963

Article: Understanding ML Model Poisoning: How It Happens and How to Detect It

In this article, the author explores data poisoning as a threat to machine learning systems, covering techniques such as label flipping, backdoors, clean-label poisoning, and gradient manipulation. The article reviews real-world incidents, discusses the challe

IT itengineeringarchitecture
Google Cloud Blog Jun 22 Score 0.6941353407407407

Boost BigQuery with Python: Managed Python UDFs now generally available

SQL is the industry standard for high-performance structured data analysis. However, expressing complex procedural logic, scientific computations, advanced string manipulations, or machine learning workflows in pure SQL can be highly challenging, if not imposs

IT itgcpcloud

2026-06-22 04:01:07 +0000

2026-06-22

17 items
SRE Weekly Jun 22 Score 0.7474137231481481

SRE Weekly Issue #522

View on sreweekly.com A message from our sponsor, Bronto: What would an AI SRE choose for their observability stack?We asked AWS DevOps Agent to run a live test comparing Bronto, Grafana Loki, and Elasticsearch against the same OpenTelemetry dataset. Bronto sc

IT itsrereliabilityoperations
InfoQ Jun 21 Score 0.7312747111111111

Anthropic Reports Claude Now Handles 95% of Internal Analytics Queries

Anthropic recently reported that Claude now handles around 95% of its internal analytics requests, letting employees query business data independently instead of relying on data teams. The company attributes this result less to advances in models and more to d

IT itengineeringarchitecture
Lobsters Jun 21 Score 0.6990605212962963

What's the advice for LLM poisoning of artwork these days?

My wife doesn't want to put her artwork online as she does not want it to be used to train LLMs. I wonder if this has culminated in any libraries that makes it feasible for me to build her a custom site where the artwork is processed to defeat LLM training. I

IT itprogrammingsystemscommunity
Hacker News Jun 22 Score 0.6735626407407408

The Flat Curve Society

Comments

IT itstartupsdevelopmentcommunity
Hacker News Jun 22 Score 0.6718663444444445

Sakana Fugu

Comments

IT itstartupsdevelopmentcommunity

2026-06-21 04:01:08 +0000

2026-06-21

17 items
InfoQ Jun 20 Score 0.7216360074074074

Apple Launches Core AI for Apple-Silicon Optimized On-Device Generative AI

At WWDC 26, Apple announced the Core AI framework, the official successor to Core ML. It is designed to allow developers to run large language models and generative AI entirely on-device, supporting both custom-converted PyTorch models and pre-optimized open-s

IT itengineeringarchitecture
InfoQ Jun 20 Score 0.7183860074074074

Claude Fable 5 on Bedrock Requires Sharing Inference Data with Anthropic

Using Claude Fable 5 or Mythos 5 on Amazon Bedrock requires opting into provider_data_share, sending prompts and outputs to Anthropic for 30-day retention with human review. Previous Bedrock models kept inference data inside the AWS boundary. Three days after

IT itengineeringarchitecture
InfoQ Jun 20 Score 0.7160804518518519

AWS Adds Multi-Region Replication to Amazon Cognito Identity Service

AWS recently introduced Amazon Cognito multi-region replication, which automatically replicates user identities and user pool configurations from a primary region to a secondary one. This enables applications to continue authenticating users from a replica reg

IT itengineeringarchitecture
Lobsters Jun 20 Score 0.6944690013888888

OCaml 5.5.0 released

Comments

IT itprogrammingsystemscommunity

2026-06-20 04:01:11 +0000

2026-06-20

17 items
GitHub Blog Jun 19 Score 0.7299697972222222

How we built an internal data analytics agent

Qubot, our internal Copilot-powered analytics agent, allows any GitHub employee to ask questions about our data in plain language. Here's what we learned as we built it. The post How we built an internal data analytics agent appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 19 Score 0.7233580763888889

Presentation: AI Agents to Make Sense of Data at OpenAI

OpenAI’s Bonnie Xu discusses Kepler, an internal AI data analyst agent built to query 600+ petabytes of data. She explains how they overcome context window limits using MCP, automated code crawling, and RAG. Xu also shares how their team leverages scoped seman

IT itengineeringarchitecture
InfoQ Jun 19 Score 0.7229969652777778

TSRX: A Framework-Agnostic Alternative to JSX

TSRX is a TypeScript language extension developed by Dominic Gannaway, designed to build declarative user interfaces in a framework-agnostic manner. It compiles single .tsrx files to various runtime targets and supports scoped styles and declarative error hand

IT itengineeringarchitecture
InfoQ Jun 19 Score 0.7183025208333333

Article: Designing Continuous Authorization for Sensitive Cloud Systems

Most cloud systems make one authorization decision at login. Everything after runs on trust established at authentication time. For systems handling regulated data, that gap is where breaches happen. This article presents a continuous authorization architectur

IT itengineeringarchitecture
Lobsters Jun 19 Score 0.7019519305555555

Bevy 0.19

Comments

IT itprogrammingsystemscommunity
Google Cloud Blog Jun 19 Score 0.6924691222222221

What’s new with Google Cloud

Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip : Not sure where to find what you’re looking for on the Google C

IT itgcpcloud
Lobsters Jun 19 Score 0.6834810972222222

DiffsHub

Comments

IT itprogrammingsystemscommunity
Hacker News Jun 20 Score 0.6704396523148148

How to feed a dictator

Comments

IT itstartupsdevelopmentcommunity

2026-06-19 04:01:13 +0000

2026-06-19

17 items
GitHub Blog Jun 18 Score 0.7299694856481481

How pull request limits are cutting down the noise

Learn how pull request limits can help manage contribution volume in your repositories, and see what’s next on the roadmap. The post How pull request limits are cutting down the noise appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 18 Score 0.7276356694444445

From Camera to Cloud: Netflix’s Scalable Media Processing Pipeline

Netflix has detailed a cloud-based system for scaling camera file processing across global film and TV workflows. The pipeline handles ingest, validation, metadata extraction, and media transformation at scale using FilmLight API and distributed compute. It st

IT itengineeringarchitecture
InfoQ Jun 18 Score 0.7253301138888889

Presentation: Write-Ahead Intent Log: A Foundation for Efficient CDC at Scale

Vinay Chella and Akshat Goel discuss the challenges of running traditional CDC across heterogeneous databases during peak order traffic. They explain how Debezium hit limits under high load and share how they built Write-Ahead Intent Log (WAIL) - a custom arch

IT itengineeringarchitecture
InfoQ Jun 18 Score 0.7203856694444445

VS Code 1.123 Adds Two-Hour Extension Update Delay to Limit Supply Chain Attacks

VS Code 1.123 adds a two-hour delay before auto-updating extensions to newly published versions, creating a revocation window against supply chain attacks. The delay does not apply to trusted publishers like Microsoft, GitHub, and OpenAI. Similar cooldown mech

IT itengineeringarchitecture
Lobsters Jun 18 Score 0.6942469699074073

What are your Favorite Lobste.rs Comments?

The forum has been around for a long time and I occasionally find old gems, I wonder what great insights etc. I've missed from the past.

IT itprogrammingsystemscommunity
Google Cloud Blog Jun 18 Score 0.692468698611111

Scaling Ray Serve LLM on GKE: Performance without losing the developer experience

Developers looking for LLM inference and model serving often turn to Ray Serve , a scalable model serving library with developer-friendly, Python-native APIs built by Anyscale. Combined with Google Kubernetes Engine (GKE), developers have a powerful, unified p

IT itgcpcloud

2026-06-18 04:01:08 +0000

2026-06-18

17 items
InfoQ Jun 17 Score 0.7166356694444445

GitHub Copilot Desktop App Targets Parallel Agentic Workflows

GitHub has introduced the GitHub Copilot app, a desktop control centre for agent-native development that aims to keep engineers in charge while AI agents handle more coding work. Mario Rodriguez writes on the GitHub blog that the recent wave of coding agents h

IT itengineeringarchitecture
Google Cloud Blog Jun 17 Score 0.6983015134259258

Cloud Network Insights: end-to-end observability for the Cross-Cloud Network

In today’s digital landscape, the network is no longer confined to a single data center or even a single cloud provider. Enterprises are increasingly adopting cross-cloud strategies, connecting Google Cloud workloads to on-premises environments, other clouds l

IT itgcpcloud

2026-06-17 04:01:22 +0000

2026-06-17

17 items
AWS Blog Jun 16 Score 0.7420020379629629

Amazon S3 annotations: attach rich, queryable context directly to your objects

Amazon S3 now lets you attach up to 1 GB of rich, mutable, and queryable context directly to your objects using annotations, purpose-built for AI agents and autonomous workflows that need to discover, understand, and act on data at scale without maintaining se

IT itawscloud
GitHub Blog Jun 16 Score 0.7382724856481482

What are git worktrees, and why should I use them?

Git worktrees have been around since 2015, but it wasn't until recently they became popular. Learn what they are, how to use them, and why you might. The post What are git worktrees, and why should I use them? appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 16 Score 0.7253302569444444

Presentation: Automating the Web With MCP: Infra That Doesn’t Break

Paul Klein discusses the distributed systems challenges of scaling cloud-hosted browser infra for AI agents. He explains how to manage bursty, stateful multi-tenancy and secure Chromium environments against remote code execution using Firecracker. He also shar

IT itengineeringarchitecture
Martin Fowler Jun 16 Score 0.7236082032407407

Building Reliable Agentic AI Systems

One of the most interesting projects my colleagues have done with LLMs has been building a system with Bayer to allow pharmaceutical researchers to query decades of information about studies buried in PDF reports. Sarang Sanjay Kulkarni describes its evolution

IT itarchitecturepatterns
InfoQ Jun 16 Score 0.7166358125

AI Coding Agents Get a Stack Overflow of Their Own

Stack Overflow has announced Stack Overflow for Agents, a beta API-first knowledge exchange aimed at AI coding agents rather than human developers. The service is presented as a way to close what the company calls the Ephemeral Intelligence Gap, where agents r

IT itengineeringarchitecture
InfoQ Jun 16 Score 0.7153858125

PostgreSQL 19 Beta Introduces SQL Graph Queries and Concurrent Table Repacking

PostgreSQL 19 Beta has been announced, with general availability expected in September, following the project's yearly major-release cadence. This release introduces native SQL Property Graph Queries (SQL/PGQ), concurrent table repacking to reclaim storage wit

IT itengineeringarchitecture
Martin Fowler Jun 16 Score 0.7145248699074074

Fragments: June 16

“Prag Dave” Thomas (co-author of the outstanding “Pragmatic Programmer”) has loved programming since he was young. Programming was how I could express myself. I wasn’t an artist. When I sing, dogs howl. When I draw, friends say, “Very nice. What is it?” I didn

IT itarchitecturepatterns
Google Cloud Blog Jun 16 Score 0.6949686787037036

Google named a Leader in IDC MarketScape SIEM 2026 Vendor Assessment

Security operations teams are under immense pressure to defend against adversaries who use AI to act with unprecedented speed, scale, and sophistication. To navigate these moments, secure mission-critical workloads, and build confident defense programs, organi

IT itgcpcloud
Google Cloud Blog Jun 16 Score 0.6924686787037037

Introducing new Explores and Merge Queries in Looker

A key goal for many enterprises in the AI era is to empower their employees to uncover actionable data insights on their own. To help, we are evolving Looker Explore with a streamlined interface and integrated AI, so every usey can confidently turn data into a

IT itgcpcloud
Google Cloud Blog Jun 16 Score 0.6924686787037037

Introducing Brazos: Bringing liquid cooling to air-cooled data centers

Next-generation artificial intelligence (AI) and high-performance computing (HPC) chips routinely exceed 1000 W Thermal Design Power (TDP). Simply put, standard air cooling cannot manage these extreme heat loads. The alternative — retrofitting entire data cent

IT itgcpcloud

2026-06-16 04:01:09 +0000

2026-06-16

17 items
InfoQ Jun 15 Score 0.7383027287037037

Xcode 27 Extends Agent Integration, Revamps UI, and Introduces DeviceHub

At WWDC 2026, Apple introduced Xcode 27, which makes it easy to kick off tasks with coding agents, iterate on new project ideas, and customize the workspace. It also introduces DeviceHub for unified simulator and device management, along with enhancements to O

IT itengineeringarchitecture
InfoQ Jun 15 Score 0.7381638398148148

Anthropic Explains How Claude Builds Its Own Execution Harnesses

Anthropic has published additional details about the orchestration system behind Claude Code's recently introduced Dynamic Workflows, highlighting how the feature generates custom execution harnesses designed to coordinate teams of AI agents for complex tasks.

IT itengineeringarchitecture
GitHub Blog Jun 15 Score 0.7370675115740741

GitHub Copilot CLI for Beginners: Overview of common slash commands

GitHub Copilot CLI for Beginners: Learn how to use slash commands to control your terminal AI agent. The post GitHub Copilot CLI for Beginners: Overview of common slash commands appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 15 Score 0.7253027287037037

Presentation: Practical Performance Tuning for Serverless Java on AWS

AWS Hero Vadym Kazulkin explains how to overcome Java’s enterprise hurdle on AWS Lambda: cold starts and memory footprints. He shares a technical deep dive into performance tuning, comparing fully managed AWS SnapStart (with pre-snapshot priming hooks) against

IT itengineeringarchitecture
Google Cloud Blog Jun 15 Score 0.6941346046296295

What’s new in data agents: Supercharging your AI workflows

The rise of AI agents is fundamentally disrupting applications and analytical systems. Generic AI platforms don't usually have access to the context stored within enterprise databases. This is because traditional data architectures often lack context for agent

IT itgcpcloud
Google Cloud Blog Jun 15 Score 0.6924679374999999

Cloud CISO Perspectives: The 4 lessons that guided AI Threat Defense

Welcome to the first Cloud CISO Perspectives for June 2026. Today, we introduce Chris Betz as the new CISO of Google Cloud. For his first Cloud CISO Perspectives, Chris shares four key lessons we learned about using AI to the defender’s advantage while buildin

IT itgcpcloud

2026-06-15 12:02:48 +0000

2026-06-15

17 items
InfoQ Jun 15 Score 0.7482631699074074

Article: Governing AI in the Cloud: A Practical Guide for Architects

In this article, the author outlines a practical approach to AI governance in the cloud, covering discovery of shadow AI, data classification at creation, IAM-based enforcement, policy-as-code, and operational controls. The article shows how organizations can

IT itengineeringarchitecture
Hacker News Jun 15 Score 0.7465971976851852

Anthropic's Safety Superpower

Anthropic's belief in its own commitment to safety gives the company license to aggressively favor its business and even challenge the U.S. government.

IT itstartupsdevelopmentcommunity
InfoQ Jun 15 Score 0.7382909476851852

Anthropic Releases and Temporarily Suspends Claude Fable 5

On June 9, 2026, Anthropic launched Claude Fable 5, a model designed for long-horizon tasks, but it was taken offline shortly after due to a U.S. government export directive. It shares architecture with Claude Mythos 5, supporting extensive token usage. The mo

IT itengineeringarchitecture
SRE Weekly Jun 15 Score 0.7329966643518518

SRE Weekly Issue #521

View on sreweekly.com A message from our sponsor, Bronto: Stuck with slow queries and scattered logs? What if you could easily retain all of your telemetry data in one place for a full year without sky-high bills? Now with Bronto, it’s possible. Connect the do

IT itsrereliabilityoperations
Kubernetes Blog Jun 15 Score 0.7299301879629629

Spotlight on SIG Storage

In our ongoing SIG Spotlight series, we shine a light on the groups that keep the Kubernetes project moving forward. This time, we catch up with SIG Storage , the group responsible for persistent data, volume management, and the interfaces that connect Kuberne

IT itkubernetescontainers
CNCF Blog Jun 15 Score 0.7107635907407407

Improving Arm64 support in CNCF projects with OCI credits

In recent years, Arm64 has been taking the cloud service provider world by storm. Recent reports indicate that, as of the end of 2025, over 50% of new instances on AWS and over 33% on Azure...

IT itkubernetescloud-native
Lobsters Jun 15 Score 0.7097512944444444

Removing my nix flakes vs guix post

I have known the author personally for quite a while, I am sad they had to go through this. Comments

IT itprogrammingsystemscommunity
Lobsters Jun 15 Score 0.705592961111111

curl summer of bliss

Comments

IT itprogrammingsystemscommunity
Lobsters Jun 15 Score 0.6982573129629629

write for one person

Comments

IT itprogrammingsystemscommunity

2026-06-14 17:12:01 +0000

2026-06-14

17 items
InfoQ Jun 14 Score 0.7300272796296297

AWS Introduces Durable Storage Option for ElastiCache for Valkey

AWS has recently introduced durability for Amazon ElastiCache for Valkey, enabling reliable data retention across failures and expanding support beyond caching to persistent workloads. The feature offers new options that prioritize either minimizing data loss

IT itengineeringarchitecture
InfoQ Jun 13 Score 0.6907217240740741

AWS Introduces CDK Mixins for Composable Infrastructure Abstractions

AWS recently announced CDK Mixins, a new AWS CDK feature that lets developers add reusable capabilities like security, monitoring, and configuration to AWS resources. Mixins work across different construct types, making infrastructure code more flexible and re

IT itengineeringarchitecture
Hacker News Jun 14 Score 0.6712477287037037

Perlisisms

Comments

IT itstartupsdevelopmentcommunity
Google Cloud Blog Jun 12 Score 0.6254993287037036

Introducing the Open Knowledge Format

As foundation models continue to improve, the lack of relevant context often limits what they can do, especially as they are used to build agentic systems. While these models can help you write code, summarize documents, or analyze a dataset, they still need t

IT itgcpcloud

2026-06-13 05:08:54 +0000

2026-06-13

17 items
GitHub Blog Jun 12 Score 0.7388194564814815

How we made GitHub Copilot CLI more selective about delegation

Better orchestration, fewer handoffs, faster progress, without a single new knob. The post How we made GitHub Copilot CLI more selective about delegation appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 12 Score 0.7239194972222223

Angular's Official Agent Skills Helps AI Coding Tools Write Modern Angular

Google's Angular team has released a repository called angular/skills, focusing on Agent Skills that enhance AI coding agents' ability to write modern Angular code. The repository includes skills for generating code and scaffolding applications, reinforcing cu

IT itengineeringarchitecture
GitHub Blog Jun 11 Score 0.6972601972222222

GitHub availability report: May 2026

In May, we experienced nine incidents that resulted in degraded performance across GitHub services. The post GitHub availability report: May 2026 appeared first on The GitHub Blog .

IT itgithubdevelopment
Google Cloud Blog Jun 12 Score 0.6905860916666666

What’s new with Google Cloud

Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip : Not sure where to find what you’re looking for on the Google C

IT itgcpcloud
GitHub Blog Jun 11 Score 0.6880865856481482

Making secret scanning more trustworthy: Reducing false positives at scale

Alerts are more trustworthy and actionable when noise is reduced. See how we improved the verification step with context-aware LLM reasoning. The post Making secret scanning more trustworthy: Reducing false positives at scale appeared first on The GitHub Blog

IT itgithubdevelopment

2026-06-11 13:32:15 +0000

2026-06-11

17 items
InfoQ Jun 11 Score 0.7462451888888889

Building and Scaling a Platform with Project-as-a-Service

When a platform started with total developer autonomy, teams felt overwhelmed and ended up solving the same problems in completely different ways. The company shifted to enablement over support, working together with teams intensively, and helping teams feel c

IT itengineeringarchitecture
InfoQ Jun 11 Score 0.7431063

OpenAI's GPT-5.5 and Codex Reach General Availability on Amazon Bedrock

OpenAI's GPT-5.5, GPT-5.4, and Codex are now generally available on Amazon Bedrock, one month after OpenAI revised its exclusive Azure arrangement. Pricing matches OpenAI's direct rates with usage counting toward AWS commitments. Codex shifts to pay-per-token

IT itengineeringarchitecture
InfoQ Jun 11 Score 0.7425785222222222

Presentation: Building and Scaling UI Systems for Internal Tools at Meta

Cindy Zhang discusses the evolution of XDS, a unified UI system powering 10,000+ internal tools. She shares actionable insights for architects and engineering leaders on managing large-scale community contributions, executing safe monorepo refactors using JS A

IT itengineeringarchitecture
CNCF Blog Jun 11 Score 0.7116065282407407

Introducing Verifiable Execution in Dapr 1.18

Bringing attestation, provenance, and tamper-evident execution history to workflows and AI agents For years, the cloud native ecosystem has focused on making distributed systems resilient. Applications recover from failures. Services retry requests. Workflows

IT itkubernetescloud-native
Docker Blog Jun 11 Score 0.6724400009259259

Docker Hardened Images enhanced vulnerability scanning with Docker and Aikido

Aikido now scans Docker Hardened Images (DHI) with built-in VEX support. Vulnerabilities that Docker has verified as non-exploitable drop out of the queue automatically, so developers spend their time on findings that actually matter. This post walks through w

IT itdockercontainers
Stack Overflow Blog Jun 11 Score 0.6652177467592593

When the cost of code approaches zero, what does engineering leadership look like?​​​​‌ ‍ ​‍​‍‌‍ ‌ ​‍‌‍‍‌‌‍‌ ‌‍‍‌‌‍ ‍​‍​‍​ ‍‍​‍​‍‌ ​ ‌‍​‌‌‍ ‍‌‍‍‌‌ ‌​‌ ‍‌​‍ ‍‌‍‍‌‌‍ ​‍​‍​‍ ​​‍​‍‌‍‍​‌ ​‍‌‍‌‌‌‍‌‍​‍​‍​ ‍‍​‍​‍‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​ ‍‍​‍ ​‍ ‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍ ‌‍‍‌‌‍ ‍‌ ‌​‌‍‌‌‌‍ ‍‌ ‌​​‍ ‌‍‌‌‌‍‌​‌‍‍‌‌ ‌​​‍ ‌‍ ‌‌‍ ‌‍‌​‌‍‌‌​ ‌‌ ​​‌ ​‍‌‍‌‌‌ ​ ‌‍‌‌‌‍ ‍‌ ‌​‌‍​‌‌ ‌​‌‍‍‌‌‍ ‌‍ ‍​ ‍ ‌‍‍‌‌‍‌​​ ‌​ ​‌​ ‌‌​ ‌ ​ ‌‌‌‍‌‌‌‍‌‍‌‍‌‌​ ​​​‍ ‌​ ‌ ‌‍‌‍​ ‍​​ ‍‌​‍ ‌​ ‌​​ ​‌‌‍‌‍‌‍​‌​‍ ‌​ ‍​​ ‌‌​ ‌ ​ ‍​​‍ ‌​ ‍‌‌‍​ ​ ‌​‌‍​‍​ ‍​​ ​‌​ ‍‌‌‍‌‍‌‍‌‍‌‍‌‍​ ‌‍‌‍​‍​ ‍ ‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​ ‍ ‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​ ‌‍​‍‌‍​‌‌ ​ ‌‍‌‌‌‌‌‌‌ ​‍‌‍ ​​ ‌‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​‍‌‌​ ​ ‌​​‌​‍‌‌​ ​‍‌​‌‍​‍‌‌​ ​‍‌​‌‍‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍‌‍‌‍‍‌‌‍‌​​ ‌​ ​‌​ ‌‌​ ‌ ​ ‌‌‌‍‌‌‌‍‌‍‌‍‌‌​ ​​​‍ ‌​ ‌ ‌‍‌‍​ ‍​​ ‍‌​‍ ‌​ ‌​​ ​‌‌‍‌‍‌‍​‌​‍ ‌​ ‍​​ ‌‌​ ‌ ​ ‍​​‍ ‌​ ‍‌‌‍​ ​ ‌​‌‍​‍​ ‍​​ ​‌​ ‍‌‌‍‌‍‌‍‌‍‌‍‌‍​ ‌‍‌‍​‍​‍‌‍‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​‍‌‍‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​‍‌‍‌ ​​‌‍‌‌‌ ​‍‌ ​ ‌ ​​‌‍‌‌‌‍​ ‌ ‌​‌‍‍‌‌ ‌‍‌‍‌‌​ ‌‌ ​​‌ ‌‌‌‍​‍‌‍ ​‌‍‍‌‌ ​ ‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌ ‌

On this episode of Leaders of Code, Eric Anderson, director of engineering at Intuit, joins Stack Overflow engineering director Ben Matthews to talk about what happens to software teams when AI makes code generation seemingly free.​​​​‌ ‍ ​‍​‍‌‍ ‌ ​‍‌‍‍‌‌‍‌ ‌‍

IT itdevelopmentcommunity
Hacker News Jun 10 Score 0.6439645875000001

πFS

Comments

IT itstartupsdevelopmentcommunity
Google Cloud Blog Jun 9 Score 0.6399394129629629

Claude Fable 5: Available on Google Cloud

Claude Fable 5 , Anthropic’s latest frontier model, is now generally available on Google Cloud. This launch is the latest proof point of our ongoing commitment to bring the industry's latest models straight to our Agent Platform. Claude Fable 5 brings the best

IT itgcpcloud
Google Cloud Blog Jun 9 Score 0.6382727462962962

Gemini for Government: Your blueprint for mission impact

The public sector has reached a critical inflection point. For years, organizations have explored what’s possible through isolated AI pilots and experimentation. Today, the question has shifted to “what creates impact?” where the focus is no longer on hypothet

IT itgcpcloud

2026-06-10 22:54:05 +0000

2026-06-10

17 items
GitHub Blog Jun 10 Score 0.7384982263888888

Give GitHub Copilot CLI real code intelligence with language servers

Install and configure LSP servers for GitHub Copilot CLI, replacing brute-force grep/decompile with real code intelligence. The post Give GitHub Copilot CLI real code intelligence with language servers appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 10 Score 0.7278866824074074

Azure API Management Ships Unified Model API and MCP Content Safety at Build 2026

Azure API Management shipped a Unified Model API that lets clients speak one format while APIM transforms requests to Anthropic, Vertex AI, and other backends. Content safety policies now cover MCP tool calls and Agent-to-Agent payloads alongside LLM traffic.

IT itengineeringarchitecture
Google Cloud Blog Jun 10 Score 0.7026641023148147

Deep dive: How Lightning Engine delivers 4.9x faster Apache Spark performance

From foundational ETL and analytics to the frontier of generative AI, Apache Spark serves as the architectural backbone for global data processing. However, as data volumes scale, the trade-off between performance and infrastructure costs can be a limiting fac

IT itgcpcloud
GitHub Blog Jun 9 Score 0.6984982263888889

From one-off prompts to workflows: How to use custom agents in GitHub Copilot CLI

Custom agents let GitHub Copilot CLI understand your stack and team workflows, turning one-off terminal prompts into repeatable, reviewable processes. The post From one-off prompts to workflows: How to use custom agents in GitHub Copilot CLI appeared first on

IT itgithubdevelopment
InfoQ Jun 9 Score 0.6922200157407408

Presentation: Confidently Automating Changes Across a Diverse Fleet

Netflix engineer Casey Bleifer shares how to achieve rapid, automated code changes across a massive, diverse software fleet. She discusses building an event-driven orchestration platform using composable, Lego-like steps, and explains how Netflix utilizes auto

IT itengineeringarchitecture

2026-06-09 04:01:08 +0000

2026-06-09

17 items
InfoQ Jun 8 Score 0.7316355203703704

AWS Releases Next Generation of Amazon OpenSearch Serverless

Amazon Web Services has recently announced the general availability of the next generation of Amazon OpenSearch Serverless, with a redesigned architecture that enables 20 times faster resource provisioning than the previous serverless architecture, true scale-

IT itengineeringarchitecture
GitHub Blog Jun 8 Score 0.7299694662037037

GitHub for Beginners: Answers to some common questions

Find the answers to some of the most common GitHub-related questions. The post GitHub for Beginners: Answers to some common questions appeared first on The GitHub Blog .

IT itgithubdevelopment
InfoQ Jun 8 Score 0.7226077425925926

Celebrating 20 Years of InfoQ

InfoQ celebrates its 20th anniversary. To mark the occasion, we have published a walk-through of the trends InfoQ called early, where they sit on the adoption curve today, and how that curve may evolve over the next decade. By InfoQ

IT itengineeringarchitecture
Lobsters Jun 8 Score 0.6939311810185185

WWDC 2026

You'd think I'd forget dubdub? (Title isn't WWDC because the site thinks I'M SCREAMING IN ALL CAPS.) Comments

IT itprogrammingsystemscommunity
Lobsters Jun 8 Score 0.6911432180555555

Can we stop tagging every thing as vibecoding?

Any article that even slightly mentions that AI exists is tagged as vibecoding, even when they have nothing to do with it. It:s getting out of hand. EXAMPLE 1: https://lobste.rs/s/ly0vif/my_students Tagged as vibecoding, article contains a single passing refer

IT itprogrammingsystemscommunity
CNCF Blog Jun 8 Score 0.6841359333333332

Benchmarking KubeVirt performance with virtbench

Organizations migrating VM estates from traditional hypervisors to KubeVirt often discover that many Kubernetes observability tools were originally designed around container workloads rather than VM-centric operational metrics. While KubeVirt schedules VMs as

IT itkubernetescloud-native

2026-06-08 09:09:18 +0000

2026-06-08

17 items
InfoQ Jun 8 Score 0.748908524074074

Article: The Technology Adoption Curve, Twenty Years On

Today, June 8th, InfoQ celebrates 20 years. This is not a comprehensive history, but a deliberately selective look at the technologies and practices InfoQ identified early, where they sit on the adoption curve in 2026, and how that curve may evolve over the ne

IT itengineeringarchitecture
InfoQ Jun 8 Score 0.7480751907407407

Terraform 1.15 Closes Gap to OpenTofu on Dynamic Sources and Deprecation

HashiCorp has released Terraform 1.15, introducing dynamic module sources, a formal deprecation mechanism for variables and outputs, a new inline type conversion function, type constraints for output blocks, and native Windows ARM64 support. The release addres

IT itengineeringarchitecture
InfoQ Jun 8 Score 0.7480751907407407

Microsoft Launches Logic Apps Automation at Build 2026

Microsoft announced Logic Apps Automation at Build 2026, a new SKU at auto.azure.com packaging workflows, AI agents, knowledge services, and model access into a managed SaaS experience. Agents integrate via agent-loop orchestration, Foundry agents, and managed

IT itengineeringarchitecture
InfoQ Jun 8 Score 0.7477696351851851

Zero Reaches 1.0, Marking the First Stable Release of Rocicorp's Web Sync Engine

Rocicorp has released Zero 1.0, a stable version of its sync engine after two years of development. This update introduces a schema change hook for Supabase and includes bug fixes. Zero operates by pairing a client library with a read-only Postgres cache. Comm

IT itengineeringarchitecture
SRE Weekly Jun 8 Score 0.7370183967592593

SRE Weekly Issue #520

View on sreweekly.com A message from our sponsor, BigPanda: Your team solved this incident last month. Why is it back? Because you fixed the symptom, not the cause. BigPanda surfaces the pattern behind repeat incidents and tells you what to fix so the next on-

IT itsrereliabilityoperations
Lobsters Jun 8 Score 0.7059512731481481

How do I get SEO Email Spam to stop?

I run a tiny static site, https://kgugeler.ca , with a grand total of one blog post (I may revisit it...) I've recently gotten incessant spam (about once a day) about 'SEO optimizing my site'. How do I prevent this spam? Obfuscating my email?

IT itprogrammingsystemscommunity
Lobsters Jun 8 Score 0.6999239583333332

In Defense of YAML

Comments

IT itprogrammingsystemscommunity
Hacker News Jun 8 Score 0.6739881208333334

The Cypherpunk Library

Comments

IT itstartupsdevelopmentcommunity

2026-05-25 06:46:25 +0000

2026-05-25

3 items

2026-05-24 21:27:53 +0000

2026-05-24

3 items
InfoQ May 23 Score 0.75

Google Cloud Introduces Cross-Engine Iceberg Support in BigQuery

At the Apache Iceberg Summit last month, Google announced new interoperability features for Apache Iceberg in BigQuery. The preview of the serverless Iceberg REST catalog lets teams create, update, and query the same Apache Iceberg tables in BigQuery and in en

IT itengineeringarchitecture
InfoQ May 24 Score 0.75

AWS MCP Server Reaches GA with Full API Coverage and IAM-Based Governance

AWS has recently made its managed Model Context Protocol (MCP) server generally available, giving AI coding agents controlled access to AWS APIs, documentation, and operational workflows through a standard interface. It provides a safer and more auditable way

IT itengineeringarchitecture
InfoQ May 24 Score 0.75

Google Introduces Middleware Architecture for Genkit Applications

Google has introduced Middleware for Genkit, its open-source framework for building AI-powered and agentic applications. The update adds a programmable interception layer around model calls, tool execution, and generation loops, giving developers more control

IT itengineeringarchitecture