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Announcements from the labs, companies and platforms themselves.

LanceDB lets you tune search precision at query time, balance memory and disk caching, and keep new data searchable as your table grows.

CoreWeave Direct-to-Expert brings your team expert assistance in minutes from the engineers who built CoreWeave Cloud, via the channels you’re already using.

ClickHouse Cloud delivered 1,996× better performance per dollar than Redshift Serverless in CostBench. We trace the gap from fresh data arriving to fast answers coming back.

Some numbers are hard to picture until you sit with them for a moment. Last week we published the Prime Day 2026 metrics, and the one that stuck with me is 2.3 quadrillion: the daily requests Amazon ElastiCache peaked at during the event. Prime Day ran back in June, so this post…
Timeline: Haiku 5.5 → Model sheet →
More on Haiku 5.5 · Haiku · Nova 2.5 · Nova

At Open House NYC, we showed how ClickHouse Managed Postgres and ClickHouse work as one stack, with a live WalShadow demo replicating Postgres into ClickHouse in under a second, plus the same-week Google Cloud and chdb extension launches.

We welcome NVIDIA's decision to release NVIDIA Run:ai as open source, and we're working to make it a first-class option on Lambda Kubernetes Service (LKS).

NVIDIA is making the full NVIDIA Run:ai platform available as open source software, giving customers, developers, and ecosystem partners access to...

SurrealKV 1.0 is open source today: 7.95× faster point reads than RocksDB with synchronous durability, and the command to run the benchmark yourself.
More on SurrealKV 1.0 · SurrealKV

Sovereign AI means control: choosing your own stack, data, and dependencies.

Unify apps, databases, and infrastructure with New Relic Database 360. Pinpoint query bottlenecks faster and eliminate war rooms.
More on Database 360 · Database

Context switching is one of the biggest hidden costs in a developer's day. New Relic Ground Truth closes that gap by providing AI systems with trusted operational context from your production environment.

Learn why intelligent detection and meaningful alert coverage provide a stronger foundation for AI-assisted operations.

We’re delighted to share that openDesk now deploys Element Server Suite (ESS) directly from Element. The Element frontend still reflects the openDesk product and branding, but now openDesk deploys Element Server Suite (ESS) directly from Element, the original manufacturer…

TanStack Start is now 1.0, and Start apps deploy on Netlify. SSR, server routes, server functions, and middleware run on Netlify Functions. It's also what new Agent Runners projects start with by default. Start a new app Deploy the official template, or generate your own: npx cre…
Also reported by TanStack

PlanetScale Postgres and Neki databases can now be deployed on Microsoft Azure

Workers Issues provides built-in error monitoring for Cloudflare Workers. It detects production failures and groups related failures into issues without an SDK or application wrapper. The Cloudflare API MCP server now sends these issues as MCP Events ↗︎, the first event it expose…

The Core Web Vitals tell you whether a page is slow but beyond perceived load time, layout instability, or responsiveness they do not guide you to the problematic area directly. To help you with this, Real User Monitoring (RUM) in Web Analytics now breaks Largest Contentful Paint…

See how AWS and Temporal are deepening their partnership to bring durable execution to production AI agents across Strands, AgentCore, and Lambda.

AWS Glue Data Quality is now available natively on Amazon EMR, bundled in AWS runtime for Apache Spark (emr-spark-8.1.0). Write the same DQDL rulesets you use in AWS Glue directly in your Amazon EMR Spark jobs. This post walks through two patterns: lightweight inline validation a…

AWS Lambda Web Functions is a serverless compute primitive that runs your HTTP framework natively, delivering fast, consistent responses through multi-concurrent execution and automated global distribution.

Workday Data Cloud and Snowflake's zero-copy, bidirectional integration is generally available. Query HR and financial data in place, with no pipelines.

At the 2026 Open Compute Project Global Summit, Meta is sharing the next generation of open networking infrastructure, including: Our first liquid-cooled network rack (IcePack), and 102.4T switch platform (IceCube). Flattened Planar Fabric (FPF), a multiplane backend scale-out fa…

PostgreSQL earned its place in the modern application stack through openness; the next evolution of PostgreSQL operations is moving from reactive to intelligent. The post From alerts to answers: The future of PostgreSQL operations is intelligent appeared first on Microsoft Open S…

SurrealMX is SurrealDB’s high-performance in-memory storage engine, built for ultra-low latency, high concurrency, and millions of operations per second.

Meta has begun deploying Media over QUIC (MoQ), an emerging open protocol for real-time video streaming at scale. MoQ will help simplify our protocol stack for live streaming video and enhance overall user experience for live video. We’re sharing how we shipped MoQ on Instagram L…

CVE-2026-105445: Docker Hub account conversion could re-assign personal access tokens to a new owner. Read what happened, who was affected, and the fix.

A decade ago, Google released Site Reliability Engineering: How Google Runs Production Systems with O'Reilly Media. What began as a collection of our practices for managing large-scale infrastructure became a bestselling book, and inspired many organizations to adopt the reliabil…

As AI factories grow from megawatts to gigawatts, building them takes more than advanced computing. Open standards are helping the industry scale AI infrastructure faster, more efficiently and more reliably. At the Open Compute Project (OCP) Global Summit, taking place in the San…

Since database performance is so near and dear to ScyllaDB, we reached out to our friends across the community to ensure that a nice range of distributed data systems, approaches, and challenges would be represented at P99 CONF 2026. As you can see from our agenda, the response w…
Coding agents have changed how fast teams ship, and more of the software they ship now includes agents. A production agent spans model calls, routing decisions, tools, and the infrastructure underneath. When an agent run slows down or fails, the cause could be anywhere in that ch…

You ship an agent. It mostly works. Then the feedback loop becomes a support ticket: a user got the wrong answer, a tool call looped four times, a refund went out that shouldn’t have. Standard observability tells you the system was up and the latency was fine. It can’t tell you t…
We ran a survey asking users of OpenTelemetry and Prometheus how they collect, process, and store metrics. The goal was to understand, with real usage data rather than assumptions, how far the ecosystem has moved and whether the interoperability still causes friction. Key takeawa…
Over the period, we have witnessed how MySQL versioning evolved from 8.0 to 9.7 LTS, and now it has entered a new era: a calendar-based model. Let’s first take a brief look at how MySQL versioning has evolved over time. Phase 1 – MySQL 8.0 (2018–2026) used a traditional sin…
More on MySQL 26.7 · MySQL

Distributed inference serving is an air traffic control tower for AI traffic, and agentic workflows make it more necessary than ever.

The increasing demand for GPU-accelerated machine learning inference has exposed limitations in centralized GPU infrastructures, including high cost, limited elasticity, and long wait times under resource constraints. At the same time, modern Apple Silicon–based macOS devices are…

Test and promote inference endpoints to evaluate quality, latency, throughput, and cost.

Here's what the Infrastructure Team delivered in Q3 2026 and what we're focusing on in Q4. You can find the previous blog post of this series here. Q3 2026 Accomplishments Audit logs in Datadog Cloud SIEM We enabled audit logs for the following services and sent them to Datadog,…

Decision models and the possibility of NoOps

As AI coding agents make language syntax less central, runtime performance and operability become increasingly important. This keynote explores why Java’s JVM and standard library are well suited to this shift: newer JDKs continually improve performance, observability, garbage co…

Hi, Wojtek here. Let’s explore this week’s changes in the Rails codebase.

Over the past year, "agentic" has gone from an emerging buzzword to an integral part of worklife for many engineers—and that's just scratching the surface on all that's changed. With so much upheaval, there's never been a better time to capture the pulse of the industry, which is…

Mistral Large 4 is live in Otari from day one. Route to Mistral's 1T-parameter MoE model with one string change, and keep the policies, traces and cost tracking you already run in Otari, Mozilla AI's open-source gateway and policy layer.
Timeline: Large 4 → Model sheet →

If you’ve built your telemetry pipelines around OpenTelemetry Collectors, you’ve already invested in a collector distribution, YAML configuration, and a deployment model that fits your infrastructure. As that deployment grows, managing it means keeping shared configuration consis…

Atlas introduces Intelligent Workload Management, improving cluster availability and keeping performance predictable under overload by queuing transient spikes and protecting short-running operations.

Heroku’s continuous platform innovation keeps operational overhead out of your path while delivering our industry-best developer experience. We handle everything below your code, from the core infrastructure and OS maintenance to runtimes and dependencies, so developers can stay…

As your use of Grafana Cloud Synthetic Monitoring grows, so does the number of checks you need to manage across services, environments, and teams. Eventually, a single flat list of checks becomes difficult to navigate, and even simple questions get harder to answer: Which checks…

OVHcloud becomes a CNCF Platinum Member, the only European-headquartered cloud provider at this tier. Discover what it means for Kubernetes.

OVHcloud's SNC Cloud Platform has obtained SecNumCloud qualification from ANSSI, its third. Sensitive and regulated workloads can now run with public-cloud agility inside a sovereign framework.

MongoDB Atlas 9.0 delivers a major set of observability upgrades, including native OpenTelemetry support, a redesigned Metrics UI, and Query Shape Insights for write operations.

At Heroku, we’ve built a platform that allows developers to focus on their apps, not managing their infrastructure. Heroku Postgres Advanced carries forward that philosophy as our next-generation database offering, available today. The post A New Era for Managed Databases: Announ…

AWS CodeDeploy now offers a purpose-built RESTART deployment mode that reapplies the last successful revision to EC2 and on-premises fleets. It keeps restarts inside CodeDeploy with the same batch sizing, health checks, alarm monitoring, and rollback behavior as a standard deploy…

Laravel Cloud added isolated preview environments and request metrics. The framework added per-tenant AI keys and semantic search. See what's new in September.

Google's response to the Firebase iOS SDK outage on September 28, 2026.

Team Authorizations let you create and manage API tokens and OAuth authorizations at the team and team’s resources level instead of tying them to one person’s account. Until now, every API token belonged to an individual. When that person left the team, changed roles, or lost acc…

Discover SingleStore's Query Tuning Agent. Automate performance tuning, analyze debug profiles, and get expert-level recommendations for complex distributed workloads.

Learn how MongoDB's intelligent data platform, including MongoDB 9.0, Atlas Infinite, and Atlas Agent Engine empower autonomous AI agents with live operational data.

Diagnose SingleStore workspace issues in minutes with Observability Agent. Ask in plain language, trace monitoring signals, and see the evidence behind each answer.

Give every pull request its own preview environment on Laravel Cloud. Share a link, test the full stack, and let idle previews scale to zero.

Tetragon Network Policy has arrived! Match on binaries, write with FQDN, and learn more about enforcing microseg use cases.

Get full visibility into your distributed CI run with Nx Agents.

This release contains bug fixes to improve robustness. This release note describes what’s different between Istio 1.31.0 and 1.31.1. BEFORE YOU UPGRADE Things to know and prepare before upgrading. DOWNLOAD Download and install this release. DOCS Visit the documentation for…
More on Istio 1.31.1 · Istio

This release contains bug fixes to improve robustness. This release note describes what’s different between Istio 1.30.4 and 1.30.5. BEFORE YOU UPGRADE Things to know and prepare before upgrading. DOWNLOAD Download and install this release. DOCS Visit the documentation for…
More on Istio 1.30.5 · Istio

This release contains bug fixes to improve robustness. This release note describes what’s different between Istio 1.29.7 and 1.29.8. BEFORE YOU UPGRADE Things to know and prepare before upgrading. DOWNLOAD Download and install this release. DOCS Visit the documentation for…
More on Istio 1.29.8 · Istio

We ran a survey asking users of OpenTelemetry and Prometheus how they collect, process, and store metrics. The goal was to understand, with real usage data rather than assumptions, how far the ecosystem has moved and whether the interoperability still causes friction. Key takeawa…