DevOps Weekly Digest - Week 45, 2026
⚡ Curated updates from Kubernetes, cloud native tooling, CI/CD, IaC, observability, and security - handpicked for DevOps professionals!
📌 Handpicked by DevOps Daily - Your weekly dose of curated DevOps news and updates!
⚓ Kubernetes
📄 From Working Group to SIG Architecture: spotlight on AI Conformance
In this SIG Architecture spotlight we talked with Janet Kuo (Google) and Yuan Tang (TensorScale AI) about the journey of AI Conformance in Kubernetes, from the initial Working Group to the integration
📅 Oct 29, 2026 • 📰 Kubernetes Blog
📄 Announcing the Workload Conformance Working Group
We are excited to announce that the Kubernetes community now has a Workload Conformance Working Group. The working group is writing a shared standard for how workloads behave at runtime on Kubernetes.
📅 Oct 27, 2026 • 📰 Kubernetes Blog
☁️ Cloud Native
📄 Keycloak's observability journey: a guide for project maintainers
As part of an ongoing series, the Developer Experience SIG interviews organizations about their real-world OpenTelemetry deployments to share practical lessons with the broader community. This post fe
📅 Nov 2, 2026 • 📰 OpenTelemetry Blog
📄 The Ecosystem is the Answer: Docker, the Blueprint Alliance, and the Importance of Collaboration in the Agentic Era
Docker is a founding member of the Blueprint Alliance, a 12-company reference architecture for securing AI agents, built around four governance questions.
📅 Nov 2, 2026 • 📰 Docker Blog
📄 Where should your code live in a Docker Sandbox?
Docker Sandboxes support three ways to organize an agent’s code: shared mounts, Git worktrees, and clone mode. Here’s how to choose between them.
📅 Nov 2, 2026 • 📰 Docker Blog
📄 The Linkerd Story: The people Behind The Service Mesh — A new documentary premieres at KubeCon + CloudNativeCon North America 2026
Join CNCF and Buoyant on November 9 in Salt Lake City for the premiere of a new documentary celebrating a decade of Linkerd, the evolution of service mesh technology, and the people who helped make it
📅 Nov 2, 2026 • 📰 CNCF Blog
📄 KubeCon + CloudNativeCon NA 2026: End User TAB recommendations and tips
KubeCon + CloudNativeCon NA 2026 in Salt Lake City will bring the cloud native community together with projects, vendors and end users in what is one of the largest open source events. In this post, w
📅 Oct 30, 2026 • 📰 CNCF Blog
📄 Coding Agent Horror Stories: The CVE That Did Not Exist
An AI code review agent invented a CVE and recommended dangerous fixes. Learn how Docker Sandboxes contain agents and why their output needs verification.
📅 Oct 29, 2026 • 📰 Docker Blog
📄 Volcano v1.16 Released: NamespaceQueue, fairshare, and a broader HyperNode ecosystem
Volcano v1.16.0 is available . v1.16.0 introduces NamespaceQueue and the fairshare plugin. Tenants can use hierarchical queues within their own namespaces to organize quotas and queue hierarchies with
📅 Oct 28, 2026 • 📰 CNCF Blog
📄 Win the Agentic Era, Together: Introducing the Docker Navigator Partner Program
Docker is launching the Navigator Partner Program, with three tiers, co-selling benefits, and a new incentive for every registered AI governance deal.
📅 Oct 28, 2026 • 📰 Docker Blog
📄 Hardening Tetragon’s gRPC API with Tetragon
Tetragon versions before v1.7 expose an unauthenticated gRPC admin API on , and any pod running with on the same node can reach it. This…
📅 Oct 28, 2026 • 📰 Cilium Blog
🔄 CI/CD
📄 10 questions to ask any software vendor about sovereignty
Sovereignty is moving from buzzword to buying criterion. The European Commission’s proposed Cloud and AI Development Act (CADA) would set assurance levels for the cloud and AI services public authorit
📅 Nov 2, 2026 • 📰 GitLab Blog
📄 Unified API Inventory: Accelerate Patching with Cross-Source
Cross-source API correlation connects runtime findings to their code, documentation, and fixes for improved defense against machine-speed attacks. | Blog
📅 Nov 2, 2026 • 📰 Harness Blog
📄 Game Off 2026: The theme is SHIFT
GitHub’s annual month-long game jam is back for its 14th year! This November, make a game inspired by the theme SHIFT. Change gears, swap perspectives, bend reality, or just press a certain key. The p
📅 Nov 1, 2026 • 📰 GitHub Blog
📄 What is release automation? From deploy pipelines to automated releases
Release automation moves code from build to production without manual steps. Learn how it works, where AI fits, and how to automate the release step.
📅 Oct 29, 2026 • 📰 LaunchDarkly Blog
📄 GitLab Orbit is GA: Higher agent accuracy, lower token cost
An agent’s true cost isn’t only the tokens it burns. It’s the review that calls your code “safe to merge” after seeing the diff, but without any context on the pipeline. We call that artificial confid
📅 Oct 29, 2026 • 📰 GitLab Blog
📄 GitLab Orbit: Find vulnerability blast radius without the manual hunt
A critical vulnerability needs a fix and a map. The fix is usually fast. Finding where the vulnerable component lives, who owns it, and whether it's exposed to the Internet is what costs you time. Mos
📅 Oct 29, 2026 • 📰 GitLab Blog
📄 GitHub Universe 2026: Evolving every layer of the stack
Today, we laid out our vision for GitHub as the most comprehensive, end-to-end software delivery system in the world. The post GitHub Universe 2026: Evolving every layer of the stack appeared first on
📅 Oct 28, 2026 • 📰 GitHub Blog
📄 Octoverse: Commits, pushes, reach new highs in 2026 as developers build with agents
See how a record year of growth reached every industry, every field, and every kind of builder in the 2026 Octoverse report. The post Octoverse: Commits, pushes, reach new highs in 2026 as developers
📅 Oct 28, 2026 • 📰 GitHub Blog
📄 Measuring developer experience on an Amazon EKS developer platform
Most platform teams can't prove their internal developer platform is improving software delivery. This post shows how to automatically collect the four DORA metrics (deployment frequency, lead time fo
📅 Oct 26, 2026 • 📰 AWS Containers Blog
🏗️ IaC
📄 Amazon Connect Customer automatically saves in-progress emails as drafts
Amazon Connect Customer automatically saves in-progress emails as drafts, helping agents resume work without losing progress when connectivity is interrupted or when their browser is accidentally clos
📅 Oct 30, 2026 • 📰 CloudFormation Updates
📄 Friday Five — October 30, 2026 | Red Hat
Fierce Network - Telcos can cash in on AI, not just pay for it: Red HatRed Hat's Joe Fernandes discusses how open models can help telcos move from renting AI capacity to owning it and selling inferenc
📅 Oct 30, 2026 • 📰 Red Hat Blog
📄 Tracing failures across Terraform state boundaries with AWS DevOps Agent
When a change in one Terraform stack silently breaks an application in another, the team seeing the symptoms often doesn't own the stack that caused it. This post shows how AWS DevOps Agent traces the
📅 Oct 26, 2026 • 📰 AWS DevOps Blog
📊 Observability
📄 Instrumentation Hub in Grafana Cloud: start easier, stay in control
It's no secret that getting started with observability can be much harder than it should be. That's why, at ObservabilityCon 2025, we introduced Instrumentation Hub: a guided, scalable way to roll out
📅 Nov 2, 2026 • 📰 Grafana Blog
📄 E-Maj 5.0.1 : Major Security Update.
We are very glad to announce the E-Maj 5.0.1 version. E-Maj is a PostgreSQL extension which enables fine-grained write logging and time travel on subsets of the database. This version mainly fixes a v
📅 Oct 31, 2026 • 📰 PostgreSQL News
📄 What’s new with Google Cloud
Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip: Not
📅 Oct 30, 2026 • 📰 Google Cloud Blog
📄 OpenTelemetry eBPF Instrumentation reaches v1.0.0
We’re excited to announce v1.0.0 of OpenTelemetry eBPF Instrumentation—OBI! OBI brings OpenTelemetry observability to running Linux applications without requiring changes to their source code. It uses
📅 Oct 30, 2026 • 📰 OpenTelemetry Blog
📄 Announcing the 2026 Governance Committee Election Results
We are delighted to announce the results of the 2026 OpenTelemetry Governance Committee Election! The OpenTelemetry project continues to bring together an exceptionally vibrant community, who are shap
📅 Oct 29, 2026 • 📰 OpenTelemetry Blog
📄 Only include resource detectors you need by building your own Collector
There are many reasons for building your own OpenTelemetry Collector distribution. The existing distributions are designed to be broadly useful, which means they include many more components than what
📅 Oct 29, 2026 • 📰 OpenTelemetry Blog
📄 Grafana 13.3 release: manage variables across dashboards, share findings with Notebooks, a UI refresh, and more
Grafana 13.3 is here, bringing more consistency and control to how you work across Grafana. Cross-dashboard variables help you manage shared dashboard controls from one place, while Notebooks let you
📅 Oct 29, 2026 • 📰 Grafana Blog
📄 Turo + New Relic: Turn AI code volume into production reliability
See how Turo uses the New Relic MCP server to give AI agents live production context, slash incident triage to 60 seconds, and scale releases safely.
📅 Oct 29, 2026 • 📰 New Relic Blog
📄 Measuring soft navigation web vitals
The Sentry JavaScript SDK v11 reports LCP, CLS, and INP for soft navigations. Here's what that reveals about your SPA, with interactive demos.
📅 Oct 29, 2026 • 📰 Sentry Blog
📄 fluent-package v6.1.0 has been released
Hi users! We have released fluent-package v6.1.0 on 2026-10-29. Fluent Package is a stable distribution package of Fluentd. (successor of td-agent) This is a new release of the v6.1 series. Note that
📅 Oct 29, 2026 • 📰 Fluentd Blog
📄 DigitalOcean Signals: Observability for AI Agents and Inference
You ship an agent. It runs in production, sessions start and finish, and the dashboards stay green. But then a user mentions that they spent ten minutes retrying the same failing command with slightly
📅 Oct 28, 2026 • 📰 DigitalOcean Blog
📄 Evaluate AI models for observability: o11y-bench joins Fireworks' Specialized Intelligence Index and reaches v1.1
When evaluating AI models for observability, generating a plausible query or explanation isn't enough. Teams need to know whether an agent's conclusions are supported by telemetry, whether its changes
📅 Oct 28, 2026 • 📰 Grafana Blog
🔐 Security
📄 New Bug-Fix Releases for MPS Versions 2026.2 RC2, 2026.1.2, 2025.3.3, 2025.2.5, and 2025.1.5
We’ve released updates for multiple MPS versions that fix a critical security issue. MPS 2026.1.2 and 2026.2 RC2 additionally bring a substantial improvement to the Projectional Agent Toolkit plugin.
📅 Nov 2, 2026 • 📰 JetBrains Blog
📄 Gitea 28.3.0 is released
We are excited to announce the release of Gitea 28.3.0, the third maintenance release for the 28 series. It contains a large number of security fixes, mostly around token scopes, and bug fixes and
📅 Nov 1, 2026 • 📰 Gitea Blog
📄 Open-source security in the AI exploit era: Patch without changing a thing
Here’s how a vulnerability in a popular open-source library plays out in 2026: A maintainer merges a fix and publishes The post Open-source security in the AI exploit era: Patch without changing a thi
📅 Nov 1, 2026 • 📰 The New Stack
📄 pgAdmin 4 v9.19 Released
The pgAdmin Development Team is pleased to announce pgAdmin 4 version 9.19. This release of pgAdmin 4 includes 136 bug fixes and new features, including fixes for 15 security vulnerabilities (CVE-2026
📅 Oct 31, 2026 • 📰 PostgreSQL News
📄 Daybreak Red from OpenAI now available to eligible customers on Amazon Bedrock in AWS GovCloud (US-East)
Security teams need powerful tools to find vulnerabilities, test exploits, and build defenses. Daybreak Red from OpenAI is now available to eligible customers on Amazon Bedrock in AWS GovCloud (US-Eas
📅 Oct 30, 2026 • 📰 CloudFormation Updates
📄 Why embargoes matter for open source security
Open source is built on a foundation of transparency, collaboration, and speed. We share code, we share ideas, and together, we build better software. But when it comes to discovering and patching sec
📅 Oct 30, 2026 • 📰 Canonical Blog
📄 Blog: Falco 0.45.2: security updates and a look back at 0.45.1
Hey Falco community, Falco 0.45.2 is available! This patch brings certificate trust updates and newer security dependencies, alongside the reliability fixes delivered in 0.45.1. Since we did not publi
📅 Oct 30, 2026 • 📰 Falco Blog
📄 PHP2Shell Won't Be the Last. Here's Where the Next One Will Show Up First.
PHP2Shell showed how quickly an engine-level flaw can put internet-facing applications at risk. Learn why outside-in inventory, rapid testing, and repeat checks matter before the next disclosure.
📅 Oct 28, 2026 • 📰 Snyk Blog
📄 What happens when vulnerabilities are discovered faster than you can fix them?
We're entering a new era of application security. Frontier AI models are uncovering complex flaws that traditional tools overlooked, and attackers are using the same models to exploit them faster. Rem
📅 Oct 28, 2026 • 📰 GitLab Blog
📄 Announcing SOC 1, FedRAMP 20x Class A, PCI, and HIPAA
Explore Harness' latest compliance milestones: SOC 1, FedRAMP 20x Class A, PCI DSS, and HIPAA assessments across its platform and runtime security. | Blog
📅 Oct 28, 2026 • 📰 Harness Blog
📄 Snyk UNFILTERED: Inside Our First-Ever Customer Summit
At Snyk’s first customer summit, security leaders shared candid perspectives on AI risk, vulnerability remediation, and governing autonomous agents. Five themes reveal how teams are adapting security
📅 Oct 28, 2026 • 📰 Snyk Blog
📄 Azure DevOps Server RC (26H2) Is Now Available
Today we’re releasing the release candidate (RC) of the next Azure DevOps Server release. It brings new features previously available in our hosted version, along with security and quality improvement
📅 Oct 27, 2026 • 📰 Azure DevOps Blog
💾 Databases
📄 PLEASE_READ_ME: The Opportunistic Ransomware Devastating MySQL Servers
Guardicore Labs uncovers a Ransomware detection campaign targeting MySQL servers. Attackers use Double Extortion and publish data to pressure victims.
📅 Nov 2, 2026 • 📰 Linode Blog
📄 Beyond Migration: Using Database Migration Service for disk shrinking
When database engineers hear “database migration", they typically think of a one-time onboarding pathway—moving databases from on-premises environments to the cloud, or between different cloud provide
📅 Nov 2, 2026 • 📰 Google Cloud Blog
📄 How to Build a LlamaIndex Vector Store With TiDB
A LlamaIndex vector store is where your index keeps node embeddings, usually alongside the text chunks and metadata, so queries can find similar content. The default store lives in memory, so a restar
📅 Oct 30, 2026 • 📰 TiDB Blog
📄 Why Real-Time AI at Scale is So Hard
**📅 Oct 29, 2026** • **📰 ScyllaDB Blog**
[**🔗 Read more**](https://www.scylladb.com/2026/10/29/why-real-time-ai-at-scale-is-so-hard/)
### 📄 Connecting coding agents to the right documentation with a navigable context layer
Ask a question about Redis and the job seems simple: find the right documentation and explain it. But documentation questions come in many shapes. “What does XACK do?” is a precise command question. “
**📅 Oct 29, 2026** • **📰 Redis Blog**
[**🔗 Read more**](https://redis.io/blog/navigable-context-layer-for-coding-agents/)
### 📄 PostgreSQL@SCaLE24x CfP closing soon on Nov 1, 2027
Hi folks! We're hosting a PostgreSQL track at SCaLE again — come join us in sunny Pasadena! PostgreSQL@SCaLE is a two-day event on Thursday–Friday, April 1–2, 2027, at the Pasadena Convention Center,
**📅 Oct 28, 2026** • **📰 PostgreSQL News**
[**🔗 Read more**](https://www.postgresql.org/about/news/postgresqlscale24x-cfp-closing-soon-on-nov-1-2027-3363/)
### 📄 Estuary Expands PostgreSQL CDC with Targeted Backfills and Scalable Discovery
Estuary has released several updates to its PostgreSQL change data capture (CDC) connector focused on backfill recovery, discovery at scale, and schema-change detection. Targeted Backfills PostgreSQL
**📅 Oct 28, 2026** • **📰 PostgreSQL News**
[**🔗 Read more**](https://www.postgresql.org/about/news/estuary-expands-postgresql-cdc-with-targeted-backfills-and-scalable-discovery-3419/)
### 📄 P99 CONF 2026 Recap: A Tail of Two Days
Our Aussie host’s take on P99 CONF around the clock and (now) anytime on demand
**📅 Oct 27, 2026** • **📰 ScyllaDB Blog**
[**🔗 Read more**](https://www.scylladb.com/2026/10/27/p99-conf-2026-recap/)
### 📄 Introducing Semantic Operator: Governed Data Access for AI Agents
Semantic Operator is a new Kubeflow subproject that gives AI agents trusted answers from business data. It works in three steps: Define metrics. Data teams describe certified metrics once in an Apache
**📅 Oct 27, 2026** • **📰 Kubeflow Blog**
[**🔗 Read more**](https://blog.kubeflow.org/introducing-semantic-operator/)
### 📄 Three layers, all config: how DigitalOcean Managed Agents enforce NVIDIA OpenShell-aligned boundaries
A few weeks ago, we handed an AI agent one of the scariest jobs in infrastructure: moving huffl’s production backend from Supabase to DigitalOcean. huffl.ai is a real product. Underneath it sits 31 ta
**📅 Oct 26, 2026** • **📰 DigitalOcean Blog**
[**🔗 Read more**](https://www.digitalocean.com/blog/managed-agents-enforce-nvidia-openshell)
---
## 🌐 Platforms
### 📄 The Oracle of Delphi Will Steal Your Credentials
Our deception technology is able to reroute attackers into honeypots, where they believe that they found their real target. The attacks brute forced passwords for RDP credentials to connect to the vic
**📅 Nov 2, 2026** • **📰 Linode Blog**
[**🔗 Read more**](https://www.akamai.com/blog/security/the-oracle-of-delphi-steal-your-credentials)
### 📄 The Nansh0u Campaign – Hackers Arsenal Grows Stronger
In the beginning of April, three attacks detected in the Guardicore Global Sensor Network (GGSN) caught our attention. All three had source IP addresses originating in South-Africa and hosted by Volum
**📅 Nov 2, 2026** • **📰 Linode Blog**
[**🔗 Read more**](https://www.akamai.com/blog/security/the-nansh0u-campaign-hackers-arsenal-grows-stronger)
### 📄 The Rise of LLMJacking: How Threat Actors Monetize Compromised Cloud and Model Resources
Written by: Christopher Romano, Codi Starks, Garrett Mahoney, John Wolfram, Josh Murchie, K Singh, Mathew Potaczek, Mike Lombardi, Rik Dolfing Introduction Mandiant responded to multiple incidents in
**📅 Nov 2, 2026** • **📰 Google Cloud Blog**
[**🔗 Read more**](https://cloud.google.com/blog/topics/threat-intelligence/llmjacking-monetizing-compromised-cloud-models/)
### 📄 Shutting the Door on the XCPE Botnet
Introduction Last week, Google and industry partners dismantled the XCPE backdoor which enrolled more than 1.3 million set-top boxes into a botnet. We assess with high confidence that the backdoor and
**📅 Nov 2, 2026** • **📰 Google Cloud Blog**
[**🔗 Read more**](https://cloud.google.com/blog/topics/threat-intelligence/shutting-the-door-on-the-xcpe-botnet/)
### 📄 How we halved DNS build delay and cut memory use by 85%
Zone setting changes used to rebuild entire DNS zones, even ones with tens of millions of records. Here is how we built a planner that picks the smallest safe build, cutting full builds by 40%, peak m
**📅 Nov 2, 2026** • **📰 Cloudflare Blog**
[**🔗 Read more**](https://blog.cloudflare.com/dns-targeted-zone-builds/)
### 📄 Amazon Bedrock expands API support and introduces Cross-Region Inferencing for OpenAI models in AWS GovCloud (US)
Amazon Bedrock now supports the OpenAI GPT-5.6 models (Terra and Luna) on the bedrock-runtime endpoint, with support for the Responses, Converse, and Chat Completions APIs in AWS GovCloud (US). It als
**📅 Oct 30, 2026** • **📰 CloudFormation Updates**
[**🔗 Read more**](https://aws.amazon.com/about-aws/whats-new/2026/10/bedrock-openai-runtime-govcloud/)
### 📄 Web Search now available on Kiro in AWS GovCloud (US)
Kiro web search gives the agent real-time access to current information on the internet, so its answers draw on up-to-date search results and page content. The agent uses web search automatically when
**📅 Oct 30, 2026** • **📰 CloudFormation Updates**
[**🔗 Read more**](https://aws.amazon.com/about-aws/whats-new/2026/10/kiro-web-search-aws-govcloud-us/)
### 📄 Frontier AI–Accelerated Attacks: Securing the Agentic Web and MCP Surface
**📅 Oct 30, 2026** • **📰 Linode Blog**
[**🔗 Read more**](https://www.akamai.com/blog/ai/2026/oct/frontier-ai-accelerated-attacks-agentic-web-mcp-surface)
### 📄 4 real? Tracking exploitation and patching of eMudhra’s weak keys
Four, just four: that’s the key to break into any unpatched connection on the Internet that is using eMudhra certificates. Here’s how we quickly patched Cloudflare, what evidence we can see of attempt
**📅 Oct 30, 2026** • **📰 Cloudflare Blog**
[**🔗 Read more**](https://blog.cloudflare.com/emudhra-patching/)
### 📄 Cloudflare services for private origins is now generally available
Public traffic to private origins, with WAF, bot management, caching, and Workers, is now available to every customer with Cloudflare One connectivity.
**📅 Oct 30, 2026** • **📰 Cloudflare Blog**
[**🔗 Read more**](https://blog.cloudflare.com/private-origins-public-to-private/)
### 📄 Direct VM networking in AWS: Introducing BGP cloud connector on Red Hat OpenShift Service on AWS
When migrating virtual machines (VMs) to the cloud, virtualization engineers hit a familiar wall: how do you route traffic directly to a Red Hat OpenShift Virtualization guest VM using that VM’s own I
**📅 Oct 30, 2026** • **📰 OpenShift Blog**
[**🔗 Read more**](https://www.redhat.com/en/blog/direct-vm-networking-aws-introducing-bgp-cloud-connector-red-hat-openshift-service-aws)
### 📄 The boundary problem in agentic AI is a platform problem
An autonomous agent will do exactly what its tools let it do, and no more. This sounds like a constraint. In practice it is the whole risk, because the set of things an agent’s tools let...
**📅 Oct 29, 2026** • **📰 CNCF Blog**
[**🔗 Read more**](https://www.cncf.io/blog/2026/10/29/the-boundary-problem-in-agentic-ai-is-a-platform-problem/)
---
## 📰 Misc
### 📄 Visual Studio Code 1.145 (Insiders)
Learn what is new in Visual Studio Code 1.145 (Insiders). Read the full article
**📅 Nov 4, 2026** • **📰 VS Code Blog**
[**🔗 Read more**](https://code.visualstudio.com/updates/v1_145)
### 📄 Governing Coding-Agent Sprawl with MLflow AI Gateway
A demonstration of how to use MLflow AI Gateway to manage coding agent sprawl.
**📅 Nov 3, 2026** • **📰 MLflow Blog**
[**🔗 Read more**](https://mlflow.org/blog/govern-coding-agent-sprawl/)
### 📄 OpenAI’s new shared usage limit pits ChatGPT against Codex
OpenAI has revealed plans to combine usage allowances across ChatGPT and Codex, as part of a broader effort to integrate The post OpenAI’s new shared usage limit pits ChatGPT against Codex appeared fi
**📅 Nov 2, 2026** • **📰 The New Stack**
[**🔗 Read more**](https://thenewstack.io/openai-chatgpt-codex-shared-limits/)
### 📄 JetBrains Earns 180 G2 Badges in Fall 2026, Recognized for Enterprise Leadership, Usability, and Developer Experience
Discover how JetBrains products are recognized for enterprise leadership, developer experience, and ease of adoption, and why this matters for engineering teams looking to improve productivity and sca
**📅 Nov 2, 2026** • **📰 JetBrains Blog**
[**🔗 Read more**](https://blog.jetbrains.com/blog/2026/11/02/jetbrains-180-g2-badges/)
### 📄 Livestream: Scaling Agentic Development With Air Governance
Join us on November 18, from 4:00–5:00 pm CET, for a livestream with Viktor Kiselev and Guillaume Garnier from the JetBrains Air product team. Your developers want to use the best AI agents for the jo
**📅 Nov 2, 2026** • **📰 JetBrains Blog**
[**🔗 Read more**](https://blog.jetbrains.com/ai/2026/11/livestream-scaling-agentic-development-with-air-governance/)
### 📄 What’s new in Red Hat OpenShift migration advisor: Clearer reports and smarter planning
Red Hat OpenShift migration advisor helps you assess your VMware inventory of virtual machines (VMs) and plan migrations to Red Hat OpenShift Virtualization. Over the past few months, we’ve focused on
**📅 Nov 2, 2026** • **📰 Red Hat Blog**
[**🔗 Read more**](https://www.redhat.com/en/blog/whats-new-red-hat-openshift-migration-advisor-clearer-reports-and-smarter-planning)
### 📄 Sovereignty in the AI era: Choice, control, and autonomy
For the past few years, AI felt like a high-stakes exhibition game. Teams across every industry were on the pitch experimenting with large language models, running rapid proofs-of-concept, and testing
**📅 Nov 2, 2026** • **📰 Red Hat Blog**
[**🔗 Read more**](https://www.redhat.com/en/blog/sovereignty-ai-era-choice-control-and-autonomy)
### 📄 A step-by-step guide for how to kill the line-by-line code review
Agents verify; people decide. Most teams running AI code review today have it the other way around. They point a The post A step-by-step guide for how to kill the line-by-line code review appeared fir
**📅 Nov 1, 2026** • **📰 The New Stack**
[**🔗 Read more**](https://thenewstack.io/ai-code-review-invariants/)
### 📄 The context problem: How Docusign built agents that understand the business behind contracts
Ask a general-purpose language model to summarize a contract, and it will probably do a reasonable job. Ask it to The post The context problem: How Docusign built agents that understand the business b
**📅 Oct 31, 2026** • **📰 The New Stack**
[**🔗 Read more**](https://thenewstack.io/docusign-contract-ai-agents/)
### 📄 IntelliJ IDEA 2026.2.4 Is Out!
IntelliJ IDEA 2026.2.4 is now available! You can update to this version from inside the IDE, using the Toolbox App, or using snaps if you are a Ubuntu user. You can also download it from our website.
**📅 Oct 30, 2026** • **📰 JetBrains Blog**
[**🔗 Read more**](https://blog.jetbrains.com/idea/2026/10/intellij-idea-2026-2-4/)
### 📄 How parental leave helped 2 new parents find their rhythm
Becoming a parent brings so much excitement, and can have its fair share of challenges. At Red Hat, parental leave is designed so work isn't one of those worries. In 2025, we set an ambitious goal to
**📅 Oct 30, 2026** • **📰 Red Hat Blog**
[**🔗 Read more**](https://www.redhat.com/en/blog/how-parental-leave-helped-2-new-parents-find-their-rhythm)
### 📄 Visual Studio Code 1.144
Learn what's new in Visual Studio Code 1.144 Read the full article
**📅 Oct 28, 2026** • **📰 VS Code Blog**
[**🔗 Read more**](https://code.visualstudio.com/updates/v1_144)
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