OpenAPI Specification
spec.openapis.org
The industry-standard specification for describing HTTP APIs, enabling code generation and documentation.
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Development, infrastructure, cloud, databases, DevOps, and operational resources.
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Curated resources grouped by category.
spec.openapis.org
The industry-standard specification for describing HTTP APIs, enabling code generation and documentation.
hoppscotch.io
Open-source, lightweight API development ecosystem — REST, GraphQL, WebSocket, and SSE client.
graphql.org
Query language and runtime for APIs enabling clients to request exactly the data they need.
grpc.io
High-performance, open-source RPC framework using Protocol Buffers, with multi-language support.
asyncapi.com
Open standard for defining event-driven and message-driven APIs — the OpenAPI equivalent for async systems.
kafka.apache.org
Distributed event streaming platform used for high-throughput data pipelines, event sourcing, and messaging.
rabbitmq.com
Reliable open-source message broker supporting AMQP, MQTT, and STOMP with flexible routing patterns.
nats.io
Lightweight, high-performance cloud-native messaging system for microservices, edge, and IoT.
redpanda.com
Kafka-compatible streaming platform written in C++ — 10x faster, no ZooKeeper, simpler operations.
swagger.io
Tooling for OpenAPI — Swagger Editor, Swagger UI for documentation, and Codegen for API stubs.
aws.amazon.com
The world's most comprehensive cloud platform with 200+ services from compute to AI and edge.
cloud.google.com
Google's cloud platform with strengths in data analytics, ML infrastructure, Kubernetes, and global networking.
azure.microsoft.com
Microsoft's enterprise cloud platform with tight Active Directory integration and hybrid cloud capabilities.
digitalocean.com
Developer-friendly cloud with simple pricing, managed Kubernetes, databases, and an excellent tutorials library.
hetzner.com
German cloud and dedicated server provider with excellent price-to-performance, popular in the European tech community.
fly.io
Platform for running full-stack apps and databases close to users with WireGuard-based private networking.
workers.cloudflare.com
Serverless compute platform running JavaScript/WASM at the network edge in 300+ cities globally.
ovhcloud.com
European cloud and hosting provider with bare-metal, VPS, managed Kubernetes, and object storage.
render.com
Unified cloud for web services, static sites, cron jobs, and databases with Git-based deployments.
docs.docker.com
Official Docker documentation for containerisation — engine, Compose, build, and registry.
podman.io
Daemonless, rootless container engine compatible with Docker CLI and Compose, from Red Hat.
kubernetes.io
Open-source container orchestration system for automated deployment, scaling, and management of containerised workloads.
k3s.io
Lightweight, certified Kubernetes distribution from Rancher/SUSE optimised for edge and resource-constrained environments.
helm.sh
The package manager for Kubernetes, managing application lifecycle through charts and templating.
kustomize.io
Kubernetes-native configuration management that customises YAML manifests without templating.
argoproj.github.io
Declarative, GitOps continuous delivery tool for Kubernetes syncing cluster state from Git repositories.
fluxcd.io
CNCF GitOps toolkit for keeping Kubernetes clusters in sync with configuration sources automatically.
containerd.io
CNCF-graduated container runtime used as the standard OCI runtime inside Docker, Kubernetes, and other platforms.
cncf.io
Cloud Native Computing Foundation hosting Kubernetes, Prometheus, and 100+ projects shaping cloud-native infrastructure.
postgresql.org
The world's most advanced open-source relational database with strong ACID compliance and extensibility.
sqlite.org
Self-contained, serverless SQL database engine — the most widely deployed database in the world.
duckdb.org
In-process analytical SQL database with columnar storage, designed for fast OLAP queries on local files.
clickhouse.com
Column-oriented database for real-time analytics capable of processing billions of rows per second.
redis.io
In-memory data structure store used as cache, message broker, and session store with persistence options.
mongodb.com
Leading document-oriented NoSQL database with flexible schema, rich query language, and Atlas cloud service.
min.io
High-performance, S3-compatible object storage for on-premises and cloud environments.
cassandra.apache.org
Highly scalable, distributed NoSQL database designed for high-availability with no single point of failure.
cockroachlabs.com
Distributed SQL database with geo-partitioning, horizontal scaling, and PostgreSQL wire compatibility.
elastic.co
Distributed search and analytics engine at the core of the Elastic Stack, used for full-text search and log analysis.
code.visualstudio.com
Microsoft's open-source code editor with a vast extension marketplace and deep language server protocol support.
jetbrains.com
Suite of professional IDEs for Python, Java, Kotlin, Go, Rust, PHP, and web development.
neovim.io
Hyperextensible Vim-based text editor with Lua-based configuration and a rich plugin ecosystem.
zed.dev
High-performance, multiplayer code editor built in Rust with AI assistance and real-time collaboration.
git-scm.com
The distributed version control system — official documentation, reference manual, and Pro Git book.
gitlab.com
Complete DevSecOps platform with self-hosted and SaaS options for code, CI/CD, and project management.
gitea.com
Lightweight, self-hosted Git service with GitHub-compatible interface and low resource requirements.
github.com
Terminal multiplexer for managing multiple terminal sessions, panes, and windows in a single connection.
devenv.sh
Nix-based tool for declarative, reproducible development environments with direnv integration.
docs.github.com
CI/CD automation platform built into GitHub with a large marketplace of reusable actions.
docs.github.com
Documentation for hosting static sites from GitHub repositories with Jekyll or custom workflows.
docs.gitlab.com
Fully integrated CI/CD built into GitLab with parallel jobs, environments, and container registry.
dagger.io
Portable CI/CD engine that runs pipelines as code in containers, locally and on any cloud.
earthly.dev
Build automation tool combining Makefile and Dockerfile concepts for reproducible, container-based builds.
tekton.dev
CNCF cloud-native CI/CD framework running pipelines as Kubernetes-native resources.
buildkite.com
Scalable CI/CD platform using your own infrastructure as agents, with fast pipelines and a clean interface.
argoproj.github.io
Kubernetes-native workflow orchestration engine for running parallel jobs, DAGs, and data pipelines.
jenkins.io
The most widely-used open-source automation server with a vast plugin ecosystem for CI/CD pipelines.
terraform.io
HashiCorp's infrastructure-as-code tool for provisioning and managing cloud resources across 1,500+ providers.
opentofu.org
Open-source, community-driven fork of Terraform under the Linux Foundation, API-compatible with Terraform.
ansible.com
Red Hat's agentless automation platform for configuration management, application deployment, and orchestration.
pulumi.com
Infrastructure as code using general-purpose languages (Python, TypeScript, Go) rather than DSLs.
nixos.org
Linux distribution built on the Nix package manager enabling reproducible, declarative system configuration.
crossplane.io
CNCF project extending Kubernetes to manage cloud infrastructure as Kubernetes custom resources.
hashicorp.com
Suite of infrastructure automation tools — Terraform, Vault, Consul, Packer, Nomad — for any cloud.
packer.io
HashiCorp tool for building identical machine images across multiple platforms from a single configuration.
saltproject.io
Event-driven infrastructure automation and configuration management tool for large-scale systems.
nginx.org
High-performance web server, reverse proxy, and load balancer widely used for serving and proxying HTTP traffic.
haproxy.org
Industry-standard open-source TCP/HTTP load balancer and proxy server known for reliability and performance.
caddyserver.com
Modern web server with automatic HTTPS, simple configuration syntax, and a powerful plugin ecosystem.
iana.org
Internet Assigned Numbers Authority maintaining root DNS, IP address allocations, and protocol parameter registries.
ripe.net
Regional Internet Registry for Europe, the Middle East, and Central Asia — IP allocation, routing data, and RPKI.
bgp.tools
Real-time BGP routing table, AS path lookup, and prefix visibility tool used by network engineers.
bgp.he.net
Network lookup tools covering BGP prefixes, ASNs, peering, and route origin for internet infrastructure analysis.
wireshark.org
The world's most widely-used network protocol analyser for packet capture, filtering, and deep inspection.
tailscale.com
Zero-config WireGuard-based mesh VPN for securely connecting devices across any network.
envoyproxy.io
High-performance, cloud-native L7 proxy and service mesh data plane used in Istio and as a standalone edge proxy.
news.ycombinator.com
Y Combinator's technology and startup discussion board — fast-moving, high signal, from devs and founders.
lobste.rs
Technology-focused link aggregator with invitation-only membership and tagging — higher signal-to-noise than HN.
theregister.com
British tech news site with sharp, sceptical commentary on industry, security, and enterprise technology.
infoq.com
Practitioner-focused coverage of software architecture, engineering culture, and emerging technology trends.
tldr.tech
Daily email digest of the most interesting tech, programming, and AI news — 5-minute read format.
changelog.com
Podcasts, newsletters, and articles for developers covering open-source, software development, and tech culture.
sreweekly.com
Weekly newsletter curating the best SRE, reliability, and on-call engineering content from around the web.
stackoverflow.com
The world's largest Q&A platform for programming questions across all languages and frameworks.
dev.to
Community platform for developers sharing tutorials, career advice, and technical articles.
prometheus.io
Open-source monitoring and alerting toolkit with a pull-based model and a powerful query language (PromQL).
grafana.com
Open-source analytics and visualization platform for metrics, logs, and traces with 100+ data source plugins.
opentelemetry.io
CNCF standard for collecting telemetry — traces, metrics, and logs — with vendor-neutral SDKs and collectors.
jaegertracing.io
CNCF distributed tracing platform for monitoring microservice transactions and diagnosing latency problems.
grafana.com
Horizontally scalable log aggregation system inspired by Prometheus, designed to store logs efficiently.
sentry.io
Error tracking and performance monitoring for frontend, backend, and mobile applications with detailed stack traces.
victoriametrics.com
Fast, cost-effective, and scalable time series database and monitoring solution, Prometheus-compatible.
vector.dev
High-performance observability data pipeline for collecting, transforming, and routing logs and metrics.
netdata.cloud
Real-time performance monitoring for systems, containers, and applications with a 1-second resolution.
python.org
General-purpose, high-level language dominant in data science, AI/ML, scripting, and backend development.
go.dev
Statically typed, compiled language from Google with fast compile times, garbage collection, and built-in concurrency.
rust-lang.org
Systems programming language focused on memory safety without garbage collection, with a modern toolchain.
typescriptlang.org
Strongly typed superset of JavaScript that compiles to plain JS, developed and maintained by Microsoft.
deno.com
Secure JavaScript and TypeScript runtime with built-in tooling, native Web APIs, and npm compatibility.
elixir-lang.org
Functional language running on the Erlang VM, optimised for building fault-tolerant, distributed, real-time systems.
ziglang.org
Low-level systems language focused on simplicity, explicit control, and C interoperability without a preprocessor.
ruby-lang.org
Dynamic, object-oriented language known for developer ergonomics and the Rails web framework.
kotlinlang.org
Modern, statically typed JVM language from JetBrains, the preferred language for Android and a growing server-side choice.
ietf.org
Internet Engineering Task Force producing open internet standards including TCP/IP, HTTP, DNS, and TLS.
rfc-editor.org
Authoritative archive of Request for Comments documents defining Internet protocols and standards.
w3.org
World Wide Web Consortium developing open web standards for HTML, CSS, SVG, WebAssembly, and Linked Data.
ecma-international.org
Standards body responsible for ECMAScript (JavaScript), the language spec behind every browser and runtime.
linuxfoundation.org
Non-profit hosting Linux, Kubernetes, CNCF, OpenSSF, and hundreds of other critical open-source projects.
apache.org
Non-profit hosting Apache Kafka, HTTP Server, Spark, Airflow, and 200+ critical open-source projects.
openssf.org
Open Source Security Foundation improving security across the open-source ecosystem through tools and standards.
oasis-open.org
Standards consortium advancing open standards for cybersecurity, IoT, and cloud including STIX and ODATA.
standards.ieee.org
IEEE standards for networking (802.11 Wi-Fi, 802.3 Ethernet), software engineering, and power systems.
wiki.archlinux.org
The most comprehensive Linux reference wiki — accurate, detailed, and useful beyond Arch Linux.
man7.org
Online Linux manual pages — comprehensive reference for system calls, commands, and libraries.
tldr.sh
Community-maintained simplified man pages with practical examples for common command-line tools.
explainshell.com
Parses any shell command and visually explains each argument and flag from the relevant man pages.
shellcheck.net
Static analysis tool for shell scripts that detects common bugs, pitfalls, and portability issues.
mywiki.wooledge.org
Thorough, opinionated guide to writing correct Bash scripts, covering quoting, arrays, and common pitfalls.
systemd.io
Init system and service manager for Linux with comprehensive documentation for services, timers, and units.
digitalocean.com
High-quality tutorials covering Linux server administration, databases, web servers, and security hardening.
ssh.com
SSH.com's reference guide covering SSH protocol, key management, tunnelling, and secure file transfer.
cron.help
Plain-English cron expression builder and validator with examples for common scheduling patterns.
developer.mozilla.org
Reference for HTML, CSS, JavaScript, browser APIs, and web platform behaviour — the definitive source.
web.dev
Google's resource for modern web development — performance, Core Web Vitals, PWAs, and best practices.
caniuse.com
Browser compatibility tables for HTML, CSS, SVG, and JavaScript APIs across all major browsers.
react.dev
Meta's declarative UI library for building component-based web and native interfaces.
vuejs.org
Progressive JavaScript framework for building user interfaces with an approachable, performant, and versatile design.
svelte.dev
Compiler-based frontend framework that shifts work to build time, producing small, fast vanilla JS output.
tailwindcss.com
Utility-first CSS framework for rapidly building custom designs without leaving HTML.
vitejs.dev
Next-generation frontend build tool with fast dev server using native ES modules and Rollup for production.
astro.build
Web framework for content-heavy sites that ships zero JavaScript by default and supports all major UI frameworks.
nextjs.org
React meta-framework from Vercel with hybrid SSR/SSG, App Router, server components, and edge runtime support.
rubygems.org
Package registry for Ruby gems including Jekyll, Rails, and GitHub Pages dependencies.
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The Linux Foundation has launched Akrites, a new industry-wide initiative aimed at defending the world's most critical open source software against a rapidly evolving generation of AI-enabled cyber threats. By Craig Risi
GitHub has made the redesigned GitHub Copilot CLI terminal interface generally available. It adds a tabbed layout for sessions, gists, issues, and pull requests; an in-session, form-driven setup for MCP servers, skills, and plugins that avoids hand-editing con
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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...
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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
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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 ,
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The feud between NightmareEclipse and Microsoft shows no signs of resolving soon.
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Broadcom accuses Allstate of dodging VMware audits.
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Raj Ummadisetty and Ken Kurzweil share Netflix's architectural pivot to CloudStream, a repeatable capture, conversion, and deployment framework. They discuss shifting key-value abstractions from stateless to stateful to move terabytes of bulk data safely. Soft
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OpenAI found two unrelated bugs masquerading as one in ChatGPT's data infrastructure. Silent hardware corruption on one Azure host and an 18-year-old race condition in GNU libunwind's setcontext function with a one-instruction vulnerability window. The breakth
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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
Both vulnerabilities allow untrusted users to gain root privileges.
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But the devices could "easily be reflashed."
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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…
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Want big muscles? Keep working out. Want big coding skillsets? Flex your dev skills with the Atrophy CLI app before they wither away
Fed up with forgetting flags? Let Instagui read --help output and build a browser GUI instead
For years, enterprise AI has been synonymous with conversational AI — the customer service bots and digital assistants we interact with every day. But today, the market has shifted. We’ve officially moved from moving from AI that answers through simple chats,
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ValueLicensing celebrates while Redmond considers next steps
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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.
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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…
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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
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...
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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
Xbox chief says company can't afford to mistake longevity for inevitability
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
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
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
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
Who wrote this rubbish? Oh ...
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
The discovery underscores the increased effort being poured into Mac infostealers.
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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
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
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
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T-Mobile wants Broadcom to keep supporting its VMware perpetual licenses.
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
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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
Latest item from TLDR DevOps.
Cloudflare details Town Lake, an internal unified data platform, and Skipper, an AI analytics agent unifying access to operational, billing, security, and business data. The platform processed ~91K billing queries, with billing forming majority usage. Built on
Hardwood, the project Gunnar Morling kick-started handling of Parquet files in Java, reached version 1. Its multi-threaded approach and zero mandatory external dependencies promise a simpler, more efficient alternative to the Apache Parquet Java implementation
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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.
Oracle halved the Always Free Ampere A1 compute allowance from 4 OCPUs and 24 GB RAM to 2 OCPUs and 12 GB RAM with no public announcement. Support agents gave conflicting answers on whether PAYG accounts are affected. Documentation states the new limits apply
Telling an LLM that 2 + 2 = 5 is enough to make it follow forbidden instructions.
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
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...
A final humiliation for Australia’s Securities Exchange and its attempts to run a bourse on distributed ledgers
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The discovery underscores the increased effort being poured into Mac infostealers.
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
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,
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
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
The speakers discuss Netflix’s architecture for surviving extreme traffic spikes. They explain the mechanics of prioritized load shedding embedded in their Envoy sidecar proxy, allowing user-initiated requests to steal capacity from non-critical traffic. They
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Operation by two Russia-state groups has been ongoing since at least March.
Browser game teaches Vim's famously unintuitive movement commands to keep your hands on the keyboard
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
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
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
T-Mobile wants Broadcom to keep supporting its VMware perpetual licenses.
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
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
Instacart redesigned its personalized marketing system using a configuration-driven multi-tenant architecture on Storefront Pro. The system replaces retailer-specific implementations with a shared execution engine, enabling scalable personalization, faster con
Cassie Shum discusses the architectural evolution of GraphRAG and why data foundations are critical for advanced AI workflows. She explains how traditional vector RAG falls short when addressing global context, multi-hop reasoning, and provenance. She shares e
HeroUI v3 is a redesigned React component library, previously NextUI, offering over 75 components, including 21 new ones, and a new React Native library with 37 components. Built on React Aria and Tailwind CSS v4, it emphasizes accessibility and customization.
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
'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'
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
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
For the third consecutive year, Google has been recognized as a Leader in the 2026 Gartner® Magic Quadrant™ for Analytics and Business Intelligence Platforms. This recognition comes on the heels of Google Cloud Next 2026, where we feel we showcased a fundament
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
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
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Telling an LLM that 2 + 2 = 5 is enough to make it follow forbidden instructions.
AWS CloudFormation speeds up infrastructure deployment with Express mode, enabling AI agents and developers to receive deployment confirmation in seconds and iterate faster. Available in all commercial Regions at no additional cost.
Amazon EC2 C9g and C9gd instances, powered by AWS Graviton5, are now generally available. They deliver up to 25% better compute performance than Graviton4-based instances, 5x larger cache, fastest memory of any processor instances in the cloud, and local NVMe
AWS Certificate Manager now supports the ACME protocol for public TLS certificates, enabling automated issuance and renewal through any ACMEv2-compatible client on any workload. Administrators get centralized governance, IAM-based access controls, and domain s
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 .
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
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
Microsoft has announced the limited public preview of Copilot Autofix for GitHub Advanced Security for Azure DevOps, extending AI-powered vulnerability remediation to teams using Azure Repos. By Craig Risi
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
Event-driven architecture promises scalability, but in Java-based real-time systems the tradeoffs only surface in production. Drawing on a Java/Kafka contact center platform handling 80k BHCC across 10k agents, this article details where the design breaks down
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
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
The financial services industry (FSI) operates under a unique set of non-negotiable requirements: the need for strict regulatory compliance, sub-millisecond transactional speeds, and security that verges on impenetrable. Historically, organizations have met th
Operation by two Russia-state groups has been ongoing since at least March.
This week's Java roundup for June 22nd, 2026, features news highlighting: the GA releases of Hardwood 1.0 and Endive 1.0; the June 2026 edition of Azul Payara; point releases of Quarkus, LangChain4j; the first beta release of WildFly 41; and introducing Eliya
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 has been a busy stretch on the AWS Summit circuit. At the New York City Summit, I delivered a workshop called Building AI architectures with AWS Serverless, and it was a lot of fun watching builders wire up agents and serverless services to solve real probl
The GitHub Advisory Database is processing more vulnerability reports than ever before. Here's what's driving the surge, how we're responding, and how the community can help. The post Inside the Advisory Database and what happens when vulnerability volume brea
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
Target built a generative AI system to improve marketing campaign forecasting by retrieving and ranking similar historical campaigns. Using embeddings, vector search, and LLM ranking, it replaces rule-based workflows. Evaluation shows 75% top-1 and 100% top-3
Erik Steiger discusses the operational pain of legacy PDF generation in regulated banking and manufacturing. He explains how transitioning from resource-heavy engines like Puppeteer and LaTeX to a serverless Rust architecture powered by Typst can drop render l
This virtual panel brings together AI security experts to examine the evolution of AI-driven threats, from prompt injection and data poisoning to agent abuse and AI-powered social engineering. The discussion explores emerging attack patterns, incident response
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
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
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
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
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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
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
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
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Explore how the GitHub Copilot agentic harness delivers strong results across multiple benchmarks and leading token efficiency, while maintaining flexibility to choose among more than 20 models. The post Evaluating performance and efficiency of the GitHub Copi
Notion is "going all in on using agents to run your inbox."
Discover how Terraform MCP Server helps AI agents make better infrastructure decisions using trusted organizational context and guardrails.
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
AWS has recently announced the AWS Workload Credentials Provider to automatically deliver and refresh certificates and secrets for applications. The open source tool reduces the need for custom automation, helps prevent outages caused by expired certificates,
"Operation Endgame" simultaneously disrupts two widely used crime tools.
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A homebrew PC and mini-mainframe were only the warm-up for Yuri Zaporozhets' latest operating system
Linux provides powerful kernel-level security mechanisms, seccomp, SELinux, and AppArmor, that restrict what containerized workloads can do. Each uses profiles that define permitted behavior, but writing, distributing, and maintaining those profiles by hand is
This is the third and final post in a series on how Cilium hardens its CI/CD pipeline. Part 1 covered access control and Part 2 covered dependency hardening. This post covers the last layer: keeping CI...
Prism tracks AI emissions, Super Productivity keeps tasks local, and TAMOSS brings the BBC's media API to Kubernetes
Learn what EU AI Act compliance requires at each risk tier, key deadlines through 2027, and how engineering teams can operationalize AI governance.
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
GitHub joined the United Nations Development Programme in Ghana to explore how open source governance can support one of West Africa's most ambitious digital reform efforts. The post GitHub and UNDP team up to advance development priorities in Ghana with open
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
Michael Webster discusses the rise of headless AI agents and their impact on software delivery pipelines. He shares how massive, AI-generated pull requests create a severe bottleneck for human reviewers and introduce persistent technical debt. Learn how engine
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 .
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
Diagrid has announced the release of Dapr 1.18, introducing what it calls Verifiable Execution, a new set of capabilities designed to bring cryptographic trust, provenance, and tamper-evident execution records to distributed applications and AI agents. By Crai
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
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
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Order warns of national security risks if post-quantum cryptography isn't adopted in time.
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
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
Traditional alerting systems often force a compromise: you can either alert immediately on simple, noisy log events, or monitor rigid, pre-configured metrics that fail when faced with data with many unique answers like user sessions or IP addresses. But the mo
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
Explore how the GitHub Copilot agentic harness delivers strong results across multiple benchmarks and leading token efficiency, while maintaining flexibility to choose among more than 20 models. The post Evaluating performance and efficiency of the GitHub Copi
Notion is "going all in on using agents to run your inbox."
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
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
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
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
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
Critics saw the move as an underhanded way to steer them toward more costly chips.
SPI co-creator Dave Verwer joins Apple, says 'We will be moving away from that model completely'
Written by: Jordan Jones Introduction Google Threat Intelligence Group (GTIG) has conducted an in-depth analysis of a .NET backdoor, tracked as STOCKSTAY, that has been continually developed and deployed by the Russia-linked threat actor Turla (aka SUMMIT, Sec
Now with Markdown support and smarter formula error handling – plus integrated AI, though it's off by default
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...
"Operation Endgame" simultaneously disrupts two widely used crime tools.
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
Thariq Shihipar, engineering lead for the Claude Code team, recently published a blog post (Using Claude Code: The Unreasonable Effectiveness of HTML) arguing that HTML, with its richer visualizations, color, and interactivity, improves the productivity of hum
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
Google's GKE Labs has introduced OpenRL, an open-source project that provides a self-hosted API for post-training and fine-tuning Large Language Models (LLMs) on standard Kubernetes clusters. By Sergio De Simone
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
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
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
Feature is not yet stable, but will offer easy conversion of web applications
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...
Browsers, cloud challengers, and Killinghall Parish Council all accuse Redmond of locking in customers, hobbling competition
Written by: Chester Sng, Pete Boonyakarn, Logeswaran Nadarajan Introduction In early 2026, Mandiant identified a threat actor targeting SD-WAN infrastructure at a service provider. After gaining initial access, the threat actor exploited a zero-day vulnerabili
Order warns of national security risks if post-quantum cryptography isn't adopted in time.
Oracle is spending billions on data center infrastructure to support AI.
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 .
We’re calling for targeted amendments to resolve conflicts with open source licensing and align with international transparency frameworks while preserving regulatory intent. The post GitHub joins coalition advocating for fixes to California AI Transparency Ac
Lucide has released version 1.0 of its open-source icon toolkit, marking its first stable major release. The update features over 1,600 icons and removes trademarked brand icons due to legal and design concerns. Significant performance improvements have also b
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
At this year's Microsoft Build 2026, Microsoft unveiled a broad set of enhancements to Azure Kubernetes Service (AKS) aimed at making Kubernetes a first-class platform for AI training, inference, and large-scale cloud-native applications. By Craig Risi
AWS released Blocks in public preview, an open-source TypeScript framework where each Block bundles application code, local mocks, and AWS infrastructure. Designed for AI agents to write correct backends from the start, it runs locally without an AWS account a
The Claude in Slack app is dead, long live Claude in Slack
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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
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
Telecommunications is an incredibly complex, highly specialized domain. Modern mobile networks are inherently multi-vendor, featuring diverse and often proprietary data structures. While AI has made massive leaps in general language and coding, telecom domain
Critics saw the move as an underhanded way to steer them toward more costly chips.
AWS launches a new serverless compute primitive, AWS Lambda MicroVMs. VM-level, isolated sandboxes with no shared kernel or resources between sessions. Rapid launch and resume, full lifecycle control, state preservation up to 8 hours, no infrastructure to mana
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 .
Alina Krasavina explains how Delivery Hero successfully deprecated Google Analytics and migrated to an internal user tracking platform. She discusses how a simplistic, highly scalable architecture allowed them to handle 10 times more load while capturing 97% o
Last week AWS Summit New York City brought together thousands of customers, partners, and builders for a free, one-day event showcasing the latest in cloud and AI innovation. Dr. Swami Sivasubramanian, VP of Agentic AI at AWS unveiled a stack of AI launches in
This week's Java roundup for June 15th, 2026, features news highlighting: point releases of Spring Tools, Helidon, JobRunr and Gradle; the June 2026 edition of Open Liberty; the first milestone release of Apache TomEE 11.0; the first beta release of Hibernate
Dan Fineran explores how eBPF has evolved far beyond its roots in packet filtering into a robust, safe way to extend the Linux kernel. He explains how the eBPF "verifier", the security guardrail, enables implementation of deep observability and networking with
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
AWS made Graviton5-powered EC2 M9g and M9gd instances generally available with 192 ARM cores, formally verified VM isolation via the Nitro Isolation Engine, and DDR5-8800 memory. ClickHouse reported 36% better performance with zero code changes. Meta committed
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Makers of Chrome, Edge, Firefox back bot-fraud defense called Private Access Control Tokens
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
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As system architectures grow increasingly complex, the cloud-native community faces a subtle but pressing challenge: we are drowning in our own telemetry data. It is easier than ever to instrument an application and collect signals, but...
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
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
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
Crypto Clipper spreads over USB and communicates over Tor.
The vulnerability, disclosed 12 months ago, affects multiple manufacturers.
Announcing the general availability of Amazon Elastic Compute Cloud (Amazon EC2) G7 instances, delivering high performance GPU acceleration for AI inference, graphics, and data analytics workloads.
Amazon Elastic Container Service (Amazon ECS) service auto scaling automatically adjusts task counts to meet workload demand with comprehensive scaling policies, including predictive scaling for recurring traffic patterns, scheduled scaling for planned events,
One previously unreported SpaceX investor has ties to Chinese military contractors.
Atlassian details the Forge billing platform built for usage-based pricing across its cloud ecosystem. It processes large-scale usage events with correct attribution, deduplication, and aggregation using a streaming pipeline, idempotent processing, and layered
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
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
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
The affected include Oracle, Lenovo, FedEx, a NATO contractor, and Fortinet.
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Tesco claimed Broadcom hiked its VMware prices by about 175 percent in UK court filings.
How GitHub Copilot is making more of each session go toward useful work, so your credits go further. The post Getting more from each token: How Copilot improves context handling and model routing appeared first on The GitHub Blog .
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 .
Block, Inc. describes migrating ~450 JVM repositories into a monorepo across Cash App and Square engineering to reduce dependency drift and coordination overhead. The system supports ~8,800 weekly builds with ~10 min p90 CI time. The approach improves cross-se
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
CircleCI has launched Chunk Sidecars, a new capability designed to bring CI-style validation directly into an AI coding agent's inner development loop By Craig Risi
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
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
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
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More Rust, but more trouble with AI slop, too
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Crypto Clipper spreads over USB and communicates over Tor.
The vulnerability, disclosed 12 months ago, affects multiple manufacturers.
Announcing the general availability of Amazon Elastic Compute Cloud (Amazon EC2) G7 instances, delivering high performance GPU acceleration for AI inference, graphics, and data analytics workloads.
Amazon Elastic Container Service (Amazon ECS) service auto scaling automatically adjusts task counts to meet workload demand with comprehensive scaling policies, including predictive scaling for recurring traffic patterns, scheduled scaling for planned events,
One previously unreported SpaceX investor has ties to Chinese military contractors.
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 .
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
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
How we decide is at the core of architecture, and the architecture advice process is a way to decentralize architectural decisions. It needs to be supported by Architecture Decision Records because of the speed at which technology and systems move, and can be
Ky 2.0 is an open-source JavaScript HTTP client built on the Fetch API, featuring significant updates such as consolidated hook handling, enhanced timeout management, and improved URL processing. The release includes response validation through schema validati
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
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.
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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
In the high-stakes world of tech entrepreneurship, the leap from a brilliant prototype to a scalable, market-defining business can be brutal. Founders need much more than capital; they need deep architectural guidance, sovereign-level policy alignment, and tec
The affected include Oracle, Lenovo, FedEx, a NATO contractor, and Fortinet.
AI models with advanced hacking capabilities will soon be the norm.
What you need to know about the expiration of keys securing your machine's boot sequence.
Tesco claimed Broadcom hiked its VMware prices by about 175 percent in UK court filings.
How GitHub Copilot is making more of each session go toward useful work, so your credits go further. The post Getting more from each token: How Copilot improves context handling and model routing appeared first on The GitHub Blog .
A recap of the top announcements from AWS's New York Summit 2026
Amazon Bedrock's new Fully Managed Knowledge Bases simplifies building enterprise RAG pipelines by providing native data connectors Smart Parsing for automatic multi-format data preparation, and an Agentic Retriever for complex multi-step queries—all integrate
AWS introduces Web Search on Amazon Bedrock AgentCore, a fully managed tool that enables agents to ground responses in current, cited web knowledge with zero data egress from customer's secured AWS environment. You can focus on building agents instead of manua
AWS Transform – continuous modernization (preview) automatically scans code repositories to detect, prioritize, and remediate technical debt at scale.
AWS DevOps Agent now offers release management capability in preview, reviewing code changes for release readiness and running autonomous release testing to help you ship code to production safely and with confidence.
Uber recently described an internal architecture for propagating identity across multi-agent AI workflows. The design aims to perserve user context, agent provenance, and scoped access as agents delegate work and call internal tools. The case study aligns with
Aditya Kumarakrishnan explains how to move past the "amnesia phase" of AI. He shares a blueprint for engineering leaders to build modular agent frameworks using CoALA, leverage decades of process science for scalable workflows, and "terraform" legacy environme
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
Got big binaries? Tired of other version control systems that treat them like inferior files? Lore might be worth a look
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
SearchLeak exploit shows why the industry's approach to LLM security fails over and over.
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
Partner tells Ars that HPE should be giving out more free VM Essentials licenses.
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 .
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
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
Coinbase has published a detailed postmortem of its May 7, 2026, outage, revealing how a localized cooling failure inside an AWS data center escalated into a multi-hour disruption that halted nearly all trading activity across the cryptocurrency exchange By Cr
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
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
“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
Goodbye, useful Spotlight; hello force-fed Apple intelligence bloatware that feels distressingly like Google AI Overviews
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
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
Atlas is building the operating system for restaurants. Online storefronts, point of sale, third-party logistics, food platform integrations, customer loyalty, and AI tools represent everything a restaurant needs to start, run, and grow. We work with brands li
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
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AMD's stripping of TSME from consumer CPUs appears to be a deliberate, covert move.
This week's Java roundup for June 8th, 2026, features news highlighting: the GA release of A2A Java SDK 1.0; an update on Jakarta EE 12; point releases of Micrometer Metrics and Micrometer Tracing; maintenance releases of GraalVM Native Build Tools and OpenXav
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
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.
AWS WAF launches AI traffic monetization, a new Bot Control capability that enables content providers and publishers price, meter, and collect payment from AI bots and agents accessing their content and APIs. AWS WAF now lets you set a price for that access, a
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 .
A new repository-level dataset, published on GitHub under CC0-1.0, helps researchers and developers discover multilingual developer content across READMEs, issues, and pull requests. The post Accelerating researchers and developers building multilingual AI wit
There was a flurry of activity in the Spring ecosystem during the week of June 8th, 2026, highlighting point releases of: Spring Boot, Spring Security, Spring Session, Spring Integration, Spring Modulith, Spring AMQP and Spring Vault; and GA releases of Spring
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
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
As enterprises adopt agentic AI, they need to shift from reactive systems of intelligence to proactive systems of action to equip the agents they’re building with the context and performance they need, plus regulator-grade accountability, where every decision
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
Bootable containers pitch shows how distro can be managed with familiar OCI tooling
Vulnerability in the Oracle-owned PeopleSoft software is about as critical as they come.
This week, New York City is hosting AWS Summit, bringing together builders, customers, and AWS teams for a full day of announcements, demos, and technical sessions at the Javits Center. I wrote blog posts for some of the Summit launches, so I am excited to see
Martin Kleppmann, an associate professor at Cambridge and author of Designing Data-Intensive Applications, discusses the evolution of data systems over the last decade, mainly the shift from monolithic databases to modular building blocks. Kleppmann underlines
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
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.
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
Broadcom released Spring Boot 4.1 on June 10, 2026, to deliver gRPC auto-configuration, HTTP-client SSRF mitigation, and upgrades to Kotlin 2.3. It also brings lazy datasource connections, async context propagation for @Async methods, and improved OpenTel
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
Vercel Labs recently open-sourced zero-native, a cross-platform framework for native desktop applications. Zero-native bypasses Electron runtime in favor or native OS WebViews and claims to achieve smaller, more efficient native apps with minimal overhead. Zer
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
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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...
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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
HashiCorp has announced the general availability of the Terraform MCP Server, an open-source MCP server that enables agents to integrate with Terraform Registry APIs. The company says that it can improve infrastructure teams productivity by relieving engineers
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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
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A separate zero-day also disclosed by Nightmare Eclipse appears to be patched as well.
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
Part two This is the second post in a three-part series on how Cilium hardens its CI/CD pipeline. Part 1 covered access control: who can trigger builds and what code CI is allowed to execute. This...
Use-after-free bug can be exploited to evade sandbox defenses.
Vulnerability in the Oracle-owned PeopleSoft software is about as critical as they come.
Google recently announced that WebMCP is entering origin trials in Chrome 149. The new WebMCP standard proposal lets sites expose tools (e.g., JavaScript functions and HTML forms) to in-browser AI agents, which can thus reliably simulate user actions instead o
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 .
Google has announced the Google Colab CLI, a command-line tool that allows developers and AI agents to interact with remote Colab runtimes directly from a local terminal. By Daniel Dominguez
Slack modernized its data platform by replacing SSH based execution in Amazon EMR pipelines with a REST driven orchestration layer called Quarry. The migration covered 700 plus Airflow operators, improving security, reliability, and observability while elimina
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
Pinecone has announced a new integration between its Nexus knowledge engine and Microsoft OneLake, aiming to fundamentally change how enterprise AI agents access and reason over corporate data. By Craig Risi
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GitHub caught off guard by customers actually using the AI being evangelized
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 .
Plus, Raspberry Pi edition finally catches up
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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
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
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
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
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
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
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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
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.
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TL;DR: Antigravity 2.0: A desktop app to orchestrate multiple autonomous agents working in parallel across independent projects. Antigravity CLI: A terminal interface designed for command-line workflows and headless execution. Antigravity IDE: An editor for de
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
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
A separate zero-day also disclosed by Nightmare Eclipse appears to be patched as well.
Use-after-free bug can be exploited to evade sandbox defenses.
Recently open-sourced by Microsoft, pg_durable is a PostgreSQL extension that enables durable workflows to run natively inside the database, eliminating the need for external orchestration systems. By Sergio De Simone
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 .
AWS launches Amazon EC2 M9g and M9gd instances, powered by AWS Graviton5 processors. AWS Graviton5 is most powerful, and most energy efficient processor AWS has ever built, and offers up to 25% better compute performance compared to Graviton4-based instances.
Adi Polak discusses the architecture required to transition from stateless prompts to state-aware, context-rich AI agents. Drawing on 15 years in distributed systems, she shares how engineering leaders can leverage Apache Kafka and Flink for real-time stream p
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.
Who needs fancy menus and high definition? 240-MP will play your media files like it's 1999
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
AWS announces the availability of Claude Fable 5 on Amazon Bedrock and Claude Platform on AWS. Claude Fable 5 makes Mythos-level capabilities available to all customers, with strong safeguards designed to make it safe for broader use.
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
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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
IBM and HashiCorp have announced new LDAP secrets management capabilities in IBM Vault Enterprise 2.0, introducing a redesigned architecture to manage LDAP credentials, support password rotation, and automate the identity lifecycle. By Craig Risi
73 packages run self-replicating stealer as soon as they're opened by an AI agent.
This week, the AWS IoT Device SDK for Swift reached general availability. As a member of the Swift Server Workgroup (SSWG), this one caught my attention. The SDK brings production-ready MQTT 5 connectivity, Device Shadow, Jobs, and fleet provisi
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-
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 .
Pinterest introduced MIQPS, a URL normalization system that identifies which query parameters affect page identity using rendered content fingerprints. It reduces duplicate processing across millions of domains by replacing rule-based approaches with offline a
This week's Java roundup for June 1st, 2026, features news highlighting: JDK 27 in Rampdown Phase One; the formation of the JDK 28 Expert Group; the GlassFish Arquillian Connectors Suite for Jakarta EE TCKs; point releases for Infinispan and Kotlin; maintenanc
Google says Gemma 4 12B is "designed to bring agentic, multimodal intelligence directly to your laptop", further noting that the new model can be combined with Google AI Edge to "build and experiment locally, on everyday machines". This integration allows for
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
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You'd think I'd forget dubdub? (Title isn't WWDC because the site thinks I'M SCREAMING IN ALL CAPS.) Comments
Sandboxed LLM dev environments lead the show, but accessibility may be the real prize
In clinical informatics, every second counts. For Alcidion , a global leader in smart health solutions, the mission is simple but critical: use technology to reduce cognitive load for clinicians and present the right information at the right time to save lives
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
Breaking the single datacenter assumption Modern AI architectures are built on the assumption of centralized, homogeneous data centers. In reality, infrastructure is messy. For most organizations, compute resources are fragmented across private clouds, researc
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
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
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
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
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
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-
Seller of the Sound Blaster Katana V2X doesn't consider the behavior a vulnerability.
And he got away with it too!
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?
AWS recently announced ExtendDB, a DynamoDB-compatible adapter that lets developers use the DynamoDB API with different storage backends, starting with PostgreSQL. The project supports existing SDKs and tools without modification, giving teams greater flexibil
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By targeting large numbers of users, attackers increased their chances of success.
Critics note a lack of factual support in lawsuit filed by US Senate candidate.
There was a flurry of activity in the OpenJDK ecosystem during the week of May 18th, 2026, highlighting three JEPs elevated from Proposed to Target to Targeted and three JEPs elevated from Candidate to Proposed to Target for JDK 27. The proposed release schedu
Matteo Collina has proposed a Virtual File System (VFS) for Node.js core through the node:vfs module. The proposal includes about 19,000 lines of code and addresses common workflow challenges. While it has community support, concerns have arisen regarding the
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
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
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