🔥 Top Story
GitHub Copilot app for Beginners: Using the diff, terminal, and browser
Checking agent-generated code usually means hopping between tabs. Learn how to view diffs, run terminal commands, and preview web apps side by side in the GitHub Copilot app.
🔗 Read more · GitHub
Kubernetes & Cloud Native
Kubernetes disaster recovery: Guidance from three reproducible failure scenarios
CNCF
Scope This document describes three failure scenarios that separate having backups from being able to recover, and the guidance that follows from each. Every scenario is reproducible on a laptop from the lab repository above, and.
Kubernetes v1.37: Introducing Node Lifecycle Conditions
Kubernetes
Kubernetes has many ways to describe what is happening on a Node. Readiness, taints, Pod state, labels, annotations, and provider-specific APIs each expose part of the picture.
Whose GPUs are these, anyway? Secure, self-service metrics for multi-tenant Kubernetes
CNCF
The question that stopped the meeting It was a routine cost review. The slide showed the month’s GPU spend, the biggest line on the whole infrastructure bill, and someone asked a five-word question: “Are we using.
How cloud native goes AI native
CNCF
“A sales guy writing code” used to be the lead-up to a joke. But now no one’s laughing.
6 Benefits of Sandbox Environments (and How Docker Sandboxes Delivers Them)
Docker
Learn about the key benefits of sandbox environments with Docker including isolation, definable controls, secrets credential handling, and more.
Kubernetes v1.37: Advancing Workload-Aware Scheduling
Kubernetes
AI/ML and complex batch workloads continue to push the boundaries of Kubernetes scheduling. Following the foundational workload-centric enhancements introduced in previous releases, Kubernetes v1.
How runtime insights helps with container security
Sysdig
Runtime insights offers key visibility and intelligence to help detect real risk, cut through noise, and secure containerized applications.
AI & ML
How a researcher uses Codex and ChatGPT to search for new antimicrobial molecules
OpenAI
César de la Fuente’s lab uses Codex and ChatGPT to search living and extinct genomes for antimicrobial candidates to fight drug-resistant infections.
3 ways to prep for your next big race with Search
Google AI
Search can help runners get race-day ready with registration alerts, tailored training plans, and more.
Now everyone can put data to work
OpenAI
Meet the Data agent in ChatGPT Work. Connect company data, uncover insights, and build interactive dashboards with AI using natural language.
Introducing ChatGPT for Financial Services
OpenAI
Introducing ChatGPT for Financial Services, combining built-in financial data and GPT-6 Astra for research, modeling, and client-ready materials.
Get ready for the game with new football features in Search
Google AI
Track live game feeds, explore detailed stats, and get custom fantasy recommendations directly in Search this season.
Recreating a 70-year love story frame by frame
Google AI
Discover how filmmakers and Google DeepMind used AI to recreate a couple's unrecorded past in the short film "Love, Rendered."
Cloud Updates
Introducing the Google Cloud Developer Plugin for AI Coding Agents
Google Cloud
Agent skills fit well alongside documentation and remote MCP servers as ways of enabling the success of your AI workflows. They reduce context window usage for certain use cases, and they're straightforward to install.
Building resilient real-time streaming workers with Amazon DynamoDB leases
AWS Architecture
Real-time streaming workers that hold hundreds of persistent WebSocket connections lose data when a worker fails.
What’s new with Google Cloud
Google Cloud
Want to know the latest from Google Cloud? Find it here in one handy location.
What’s new with Google Data Cloud
Google Cloud
September 7 - September 10 Pub/Sub SMTs can now AI Inference your Gemini Enterprise Agent Platform models! Pub/Sub AI Inference SMTs allow you to apply inference on an incoming stream of events using models hosted in Gemini Enterprise Agent Platform.
1.1.1.1 now supports post-quantum DNSSEC, all 2,420 bytes of it
Cloudflare
1.1.
Insights-client updates standardize RHEL package management
Red Hat
If you manage Red Hat Enterprise Linux (RHEL) systems connected to Red Hat Lightspeed, you're likely familiar with insights-client, the tool responsible for reading system information and reporting it to Red Hat Lightspeed's hosted services.Starting with RHEL 9.
Closing the loop: From network policy intent to verified reality
Red Hat
Part 3 of a series on implementing zero trust security in Red Hat OpenShift with the layered zero trust validated pattern.Kubernetes NetworkPolicies are one of the most powerful—and most misunderstood—security primitives available to platform engineers.
Build a compliance assistant with AutoRAG and Red Hat OpenShift AI
Red Hat
If you run AI platforms for a bank, an insurer, or anyone else living under a stack of regulations, you already know the use case everyone asks for first: let our compliance and risk teams ask questions against our own policy documents and get an answer they can trust, with a citation they can check.
Testing application resilience with Amazon SQS and AWS Fault Injection Service
AWS Architecture
Learn how to use AWS Fault Injection Service and AWS Systems Manager Automation to run progressive chaos experiments against Amazon SQS queues. Validate that your retry logic, circuit breakers, and dead-letter queues actually work under failure before a real outage hits production.
Validating multi-Region DR for Terraform Enterprise with AWS FIS
AWS Architecture
Learn how AWS, HashiCorp, and Athenahealth designed and chaos-tested a multi-Region disaster recovery strategy for Terraform Enterprise on AWS.
How we rebuilt Cloudflare Workers’ module registry for Node.js compatibility
Cloudflare
Workers now enables Node.js compatibility by default, supports applications up to 64 mebibytes, and adds a URL-based module registry with import.
Beyond the benchmark: How an adaptive approach drives scientific discovery
Azure
For research and development (R&D) organizations, the promise of agentic AI is not a better one-time answer.
Automatic Key Exchange: faster, post-quantum secure origin handshakes for 45 billion daily connections (and counting)
Cloudflare
Automatic Key Exchange probes TLS 1.3-capable customer origins to learn which key agreement algorithms they support.
DevOps & Infrastructure
OpenAI split a voice model’s brain. Then one team deleted 23,000 lines of code.
The New Stack
Building an AI voice agent has always been clunkier than it seems. Most voice agents are really a chain of
“Six tools, one harness”: Salesforce loops together a six-pack of favorites
The New Stack
Salesforce introduced its Salesforce Enterprise AI Harness on Thursday as a formalized amalgamation of the AI harness concepts and infrastructure
“Valuable warning shots”: How Anthropic now views Claude’s cyber incidents
The New Stack
This week, Anthropic acknowledged that the three cyber incidents it disclosed this summer weren’t just the result of a misconfigured
Custom labels in Grafana Cloud Synthetic Monitoring: New updates for consistency and ease-of-use
Grafana
Labels are a powerful way to organize telemetry and define policies across Grafana Cloud, helping to streamline alerting, attribution, access control, and more.
Is prevention essentially a solved problem?
Snyk
Prevention in agent-generated code is architecturally solved—but choosing controls that protect security without slowing development remains the challenge.
GitHub availability report: August 2026
GitHub
In August, we experienced five incidents that resulted in degraded performance across GitHub services.
How we built Datadog Experiments
Datadog
Datadog Experiments shortens the time from result to decision with CUPED on percentiles, verifiable warehouse results, and near real-time RUM metrics.
Troubleshoot Kafka issues across every layer of your stack with Kafka Console
Datadog
Learn how Kafka Console helps you identify Kafka issues, inspect messages, and tune configurations with infrastructure and app context.
Prepare for the Cyber Resilience Act's 24-hour reporting deadline
GitLab
Starting on September 11, 2026, many businesses that place software on the European Union (EU) market will have 24 hours to file a report once they learn that a vulnerability in one of their products is being actively exploited.
Co-Create: Building GitLab with our users
GitLab
GitLab users bring firsthand experience of the workflows they want to improve. Through our Co-Create program, they collaborate directly with us to design, build, and deliver product improvements that benefit more teams.
How to monitor Cypress tests with Grafana Cloud
Grafana
If your Cypress suite has tests that fail more often or run slower, you know it can be hard to figure out the pattern from a single job. It could be one spec that slowed down, or a single test that fails, or maybe the entire suite is trending slower.
AI Norms & Values, Part 3 of 3: Things We Hold True
Honeycomb
The final part of Honeycomb's AI Norms & Values series: the principles the company holds true about AI as a tool, ownership of work, and rising standards; how it actually uses AI day to day; usage patterns for respecting each other's time; and where it stands on AI's ethical externalities like energy use, IP, bias, and…
App Router의 장점은 우리에게도 장점일까요?
토스
App Router가 토스뱅크에도 좋은 선택일지, 직접 측정한 결과와 도입 여부를 판단한 기준을 공유해요.
How we built data-driven AI Golden Paths at Datadog
Datadog
See how a Datadog guild achieved 13% faster agent runs by building Golden Paths for AI-assisted development using controls, experiments, and dashboards.
Wide Events vs. Three Pillars: AI Observability Costs
Honeycomb
AI agents make telemetry costs harder to predict. This post compares the three pillars against the wide event model, and explains why wide events keep AI observability costs predictable without sacrificing the context engineers need.
AI가 팀 규칙을 지키도록 하는 방법
토스
Coding Agent를 위한 Stylepack
GPT-6 Astra on GitLab: Faster runs, fewer tokens used
GitLab
OpenAI's newest frontier model GPT-6 Astra is now on GitLab Duo Agent Platform, delivering faster runs and lower token usage. In GitLab's internal evaluation, GPT-6 Astra finished a typical run 43.
⚡ Quick News
- Rebuilding AUTOMATIC1111 with Gradio Workflow — Hugging Face
- IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with commercial-friendly license — Hugging Face
- Safety for Whom? Refusing the Right Subset of a Topic, Not the Whole Topic — Hugging Face
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