Nvdium87 published todaySoftware development, infrastructure and developer tools.
The Copilot usage metrics API now reports model usage from more of the tools your developers use with Copilot, including tools like OpenCode that weren’t previously captured in your reports.… The post Usage metrics API adds usage from tools like OpenCode appeared first on The GitHub Blog.
Amazon OpenSearch intelligent ingestion is a fully managed, serverless capability that turns documents and structured data in Amazon S3 into RAG-ready, searchable indexes with no pipelines to manage. Learn how it works and when to use Ingestion Jobs or Ingestion Streams.
The new GitHub app in Teams brings notifications and copilot together, helping teams turn issues into fixes and ship code faster without leaving the conversation. Get notified in channels, group… The post Turn notifications into code with the GitHub app in Teams appeared first on The GitHub Blog.
Trusted Identity Propagation with AWS IAM Identity Center now works across Regions. Learn how to share AWS Lake Formation-governed Amazon S3 and Amazon Redshift data in one Region and query it from another as the actual corporate user, with fine-grained access control and per-user auditability in AWS CloudTrail.
Between June 1 and June 13, 2026, some Enterprise Managed User accounts that were deprovisioned through SCIM were incorrectly deleted instead of being suspended and obfuscated as expected. As a… The post EMU deletions fix appeared first on The GitHub Blog.
Since the merge window for 7.4 opened, there have been 6,753 non-merge changesets pulled into the mainline repository. Many more are expected, especially given the possibility that this merge window will be extended to three weeks. Still, even this initial set brought in a number of new features, in addition to the con
Naive byte-range caching can waste gigabytes of origin bandwidth on small requests. We rebuilt our cache architecture in Pingora to coordinate partial fetches automatically, cutting R2 p99 latency in half.
Cloudflare's new post-quantum GeoKey Manager protects geographically fenced decryption keys from harvest now, decrypt later attacks. Learn how we redesigned our cryptography stack to support strict data sovereignty in a post-quantum world.
Multi-Turn Reinforcement Learning (MTRL) on Amazon SageMaker AI trains models on the outcome of a whole multi-step task rather than labeled steps. This hands-on guide walks the full pipeline using Wordle: deploying the agent and reward on Amazon Bedrock AgentCore, preparing the dataset, training, and evaluating at serv
Public monitoring now includes alert management capabilities like automatic validity checks to help you triage and remediate leaked secrets at scale. Alert management with dismissals, timelines, and filtering Always-on validity… The post Public monitoring adds triage, validity, API, and webhooks appeared first on The G
Learn how to architect end-to-end mutual TLS (mTLS) authentication over QUIC using AWS Network Load Balancer passthrough mode. This post shows how to route QUIC traffic to quic-go server pods on Amazon EKS through the AWS Load Balancer Controller, with per-device certificate authentication for latency-sensitive fleet w
Introduction In this blog post, we show how to review and customize the transformation plan in AWS Transform before you convert Microsoft SQL Server databases to Amazon Aurora PostgreSQL (Aurora PostgreSQL). A database migration rarely stalls on the objects that convert cleanly. It stalls on the decisions. You decide w
Agents spend much of their time waiting on tools. A coding agent may start a build that runs for twenty minutes, a triage agent may wait hours for the next pull request on a repository, and an assistant may wait until the next morning for an approval. Most agent harnesses run the agent loop as [...]
Updating a SageMaker AI endpoint that has Application Auto Scaling registered makes AWS CloudFormation and AWS CDK deployments fail. This post shows how to build a reusable AWS CDK construct with CloudFormation custom resources that deregisters and re-registers auto scaling automatically, so you can update the endpoint
Amazon Quick Sight layer maps now support Point and LineString geometry from the same GeoJSON workflow, so you can plot store locations and the routes between them. This post covers the dataset and GeoJSON structure layer maps require, when to choose points or lines, and techniques for viewport control, layering geomet
Bayer Crop Science built the Agentic Decision Engine (ADE), a multi-agent platform on Amazon Bedrock AgentCore that lets breeders, analysts, and researchers ask natural language questions about their analytics platform. This post covers the ADE architecture, five design decisions, and how the team prepared it for produ
Installing GitHub Apps on your enterprise is now generally available. You can replace classic PATs with GitHub Apps in more of your enterprise and organization automation with the expanded API… The post Enterprise installations for GitHub Apps generally available appeared first on The GitHub Blog.
Memory has always been a scarce resource in computing systems, but the problem seems to have worsened recently. In particular, the worldwide shortage of memory chips has led to a renewed focus by systems developers on reducing memory usage. During the memory-management microconference at the 2026 Linux Plumbers Confere
Today, supply chain teams are challenged by how long it takes to resolve urgent issues, and disruptions are estimated to cost the industry billions in losses each year. The problem isn’t a lack of trying. Teams are buried in coordination rather than focused on decisions. Legacy tools and processes can’t keep pace with
Organizations with a globally distributed workforce often need to deploy Amazon WorkSpaces Personal across multiple AWS Regions while maintaining centralized identity management with Microsoft Entra ID (formerly Azure Active Directory). Until recently, this required a tradeoff: either a single AWS IAM Identity Center i
Security updates have been issued by AlmaLinux (buildah, expat, grafana, grafana-pcp, httpd, iperf3, openssh, php, php8.4, php:7.4, php:8.2, and php:8.3), Debian (aide, chromium, clamav, erlang, linux-6.12, roundcube, unbound, and webkit2gtk), Fedora (bind9-next, ca-certificates, clevis-pin-trustee, golang-x-mobile, kn
A closer look at accordion icons, why split menus are harmful, and why it’s better not to have icons and text labels link to different actions. Plus, why the caret is the safest icon choice. You’ll find more [useful guides](https://www.smashingmagazine.com/category/guides/) and [online workshops](https://smashingconf.c
GPU teams usually face a bad trade-off. Give every team its own Kubernetes cluster and you pay for a control plane per team. Put everyone in one shared cluster and you get weak isolation. Either way,...
September 2026 brought deeper visibility into your work: explore pull requests without leaving chat, bring the AI model your team trusts, and fix vulnerable packages the moment Visual Studio flags… The post GitHub Copilot in Visual Studio — September update appeared first on The GitHub Blog.
Copilot usage metrics now show the names of the skills, custom agents, Model Context Protocol (MCP) servers, slash commands, and plugins that your organization creates, instead of grouping them under… The post Custom skills, agents, and MCP servers in usage metrics API appeared first on The GitHub Blog.
In September, we announced a global default policy for generally available GitHub Copilot features and supported client capabilities on Copilot Business and Copilot Enterprise plans. Starting today, we’re gradually rolling… The post Global default for Copilot features generally available appeared first on The GitHub Bl
AWS Continuum for code vulnerabilities is a new security service that uses AI to automatically find, validate, and prioritize code vulnerabilities in your environment, then delivers ready-to-review fixes as pull requests replacing what previously took hours of manual investigation and days of cross-team coordination.
Learn how Seltz uses Amazon S3 Tables as managed Apache Iceberg storage between the stages of its billion-document Knowledge Pipeline. The team gets automatic compaction, lifecycle management, and incremental table semantics without operating that infrastructure, cutting infrastructure cost 40 percent compared to a sel
1. Introduction A pod on your Amazon Elastic Kubernetes Service (Amazon EKS) cluster is restarting on a memory limit. An automated agent spots it, doubles the memory, and syncs the application. On a quiet afternoon that is a tidy self healing story. During a release window, or on a service that is mid rollout, the [...
We’re adding blob storage endpoints for GitHub Actions on github.com as part of our ongoing work to improve capacity and reliability. The meta API now includes these new endpoints. If… The post Meta API endpoints updated for Actions blob storage appeared first on The GitHub Blog.