SmartBear Delivers New Swagger Capabilities to Elevate API Governance, Quality, and AI Readiness
SmartBear unveiled a suite of new Swagger capabilities designed to tighten API governance, boost quality, and prepare organizations for AI‑driven development. The updates feature a revamped Swagger Catalog for unified API discovery, contract testing with drift detection, an AI‑powered editor, and expanded support for OpenAPI 3.1, AsyncAPI 3.0 and GraphQL. These tools aim to give platform and engineering teams continuous visibility and validation of APIs generated at AI speed. A Forrester Total Economic Impact study cited a 227% ROI over three years for a 10,000‑employee enterprise.
Gitar, a Startup that Uses Agents to Secure Code, Emerges From Stealth with $9 Million
Gitar, a San Mateo AI startup founded by former Intel Labs, Google, and Uber executive Ali‑Reza Adl‑Tabatabai, emerged from stealth with a $9 million Series A led by Venrock and Sierra Ventures. The company offers a subscription platform that deploys AI...
Salesforce Launches Headless 360 to Support Agent‑first Enterprise Workflows
Salesforce unveiled Headless 360, a platform that consolidates its Agentforce Vibes coding environment, data, and governance tools into an API‑first layer for building agent‑first enterprise workflows. The offering exposes Salesforce’s core datasets, business logic, and MCP utilities through APIs, CLI...
Beyond the Pull Request: Why Code Review Is Not Infrastructure Validation
Upsun argues that AI‑assisted code reviews alone cannot guarantee production‑grade releases because they ignore infrastructure state. The platform introduces a unified .upsun/config.yaml file that version‑controls services, data, and code together. For every branch, Upsun spins up an instant, byte‑level clone...
Announcing Red Hat OpenShift Pipelines 1.21: Faster Builds, Smarter Caching, and Improved Troubleshooting
Red Hat has launched OpenShift Pipelines 1.21, adding AI‑assisted troubleshooting via OpenShift Lightspeed, making Tekton Cache generally available, and introducing resolver caching. The update also brings task‑level timeout overrides and defaults containers to read‑only root filesystems for stronger security. Additional...
Modernizing Public Sector Infrastructure: The Ineris Digital Transformation
Ineris, France’s public environmental institute, replaced a cumbersome outsourced VM model with Upsun’s container‑as‑code platform. By adopting Infrastructure as Code and Git‑driven automation, the agency halved the cost of building new environments and cut deployment time dramatically. The new workflow...
Grave Improvements: Native Crash Postmortems via Android Tombstones
Sentry’s Android SDK version 8.30.0 now reads native crash tombstones via the ApplicationExitInfo API on Android 12 and newer. By pulling the platform‑generated debuggerd output, the SDK delivers full‑thread stack traces, Java/Kotlin frame symbolication, and register context without bundling the libunwindstack fork....
Why Observability Platforms Are Becoming AI Auditing Tools
Enterprises are moving AI workloads from labs to production, exposing gaps in traditional monitoring. Observability platforms are evolving into AI auditing tools that trace prompts, LLM reasoning, token usage, and final decisions. HPE OpsRamp exemplifies this shift, offering an "AI...
Why We Chose the Harder Path: Docker Hardened Images, One Year Later
One year after launching Docker Hardened Images (DHI), Docker reports over 500,000 daily pulls and more than one million builds, with a catalog exceeding 2,000 hardened images, Helm charts, and system packages across Debian and Alpine. The DHI Community tier...
Why Cloud Innovation Slows in Reactive Operating Models
Enterprises that once gained advantage by moving to the cloud now find that the real differentiator is how they operate those environments. As hybrid and multicloud architectures grow, many firms remain stuck in reactive, ticket‑driven models that increase costs, slow...
Copado Releases Agentia, a Context-Aware AI Agent DevOps Solution for Salesforce
Copado has launched Agentia, a context‑aware AI agent platform that embeds directly into Salesforce DevOps pipelines. The solution lets autonomous agents generate code, execute tests, diagnose failures and orchestrate multistep releases. Copado brands the approach as "AgentOps," a framework that...
Invicti Launches DAST-to-SAST Correlation
Invicti announced a new DAST-to-SAST correlation feature that links runtime vulnerability scans with static code analysis. The capability maps verified DAST findings to exact source‑code lines, developer ownership, and remediation steps within a single workflow. By overlaying results on a...
April Patches for Azure DevOps Server
Microsoft released Azure DevOps Server Patch 3, the latest update for its self‑hosted DevOps platform. The patch addresses a null‑reference exception that could abort pull‑request completions, tightens sign‑out validation to block malicious redirects, and resolves a failure when creating personal access...
Spring Creator Wants Java’s Type System to Tame Agentic AI
Rod Johnson, creator of the Spring Framework, unveiled Embabel, an Apache‑licensed agentic AI framework for the JVM, at Microsoft’s JDConf. Built on Spring Boot and written in Kotlin, Embabel leverages Java’s strong type system and GOAP planning to deliver deterministic,...
Can You Make Kubernetes Invisible? Here’s Why AWS Is on a Mission to Do It.
AWS Elastic Kubernetes Service principal product manager Jesse Butler outlined a mission to make Kubernetes effectively invisible to developers. He highlighted that roughly 80% of enterprises now run Kubernetes in production, yet operational complexity remains a barrier. Butler showcased AWS‑backed...
Introducing Enhancements in Kiro CLI 2.0
The AWS Kiro CLI team launched version 2.0, adding a headless mode, native Windows support, and a refreshed terminal UI. Headless operation lets users run Kiro agents in CI/CD pipelines by using an API key stored as an environment variable,...
10 Best Automation Testing Tools on G2: My Go-To Picks
The article outlines the ten top automation testing tools on G2, ranging from cross‑browser platforms like BrowserStack to AI‑driven solutions such as UiPath Agentic Automation and no‑code options like ACCELQ and Testsigma. It highlights the rapid expansion of the global...
Claude Code Routines Let AI Fix Bugs and Review Code on Autopilot
Anthropic has launched "routines" for Claude Code, enabling the AI to automatically fix bugs, review pull requests, or respond to events without a developer’s local machine. The routines can be scheduled, triggered by GitHub events, or invoked via API and...
GitHub Invokes Spirit of Phabricator with Preview of Stacked PRs
GitHub has introduced Stacked PRs, a private‑preview feature that lets developers create a series of dependent pull requests. Each PR in the stack can be reviewed and merged independently, provided its predecessors are merged first, encouraging smaller, more manageable changes....
GitHub Invokes Spirit of Phabricator with Preview of Stacked PRs
GitHub has opened a private preview of Stacked PRs, a feature that lets developers build a series of dependent pull requests that can be reviewed and merged one at a time or all together. By encouraging smaller, logical units of...
Claude Code Routines
Anthropic introduced Claude Code Routines, a cloud‑hosted automation feature that bundles a prompt, repositories, and connectors into a reusable task. Routines can be triggered on a schedule, via an API call, or by GitHub events, and multiple triggers may be...
How Exante Rebuilt Its Test Framework for Scale
Exante’s SDET team dismantled a decade‑old monolithic test repository and rebuilt a new framework in a separate repo to support a growing engineering headcount, expanding backend services, and AI‑assisted development. The old codebase suffered from tangled dependencies, ad‑hoc fixes, and...
Grafana Alerting: Respond Faster and Get Situational Awareness with Alert Enrichment in Grafana Cloud
Grafana Cloud has launched a public‑preview feature called alert enrichment, which lets users attach contextual data—such as log snippets, dashboard links, and AI‑generated explanations—to alert notifications. The enrichment process runs at the rule level or globally, pulling information from external...
Faster Releases With DevOps: Java Microservices and Angular UI in CI/CD
Jenkins now powers end‑to‑end CI/CD pipelines for Java microservices and an Angular front‑end on AWS. By defining build, test and deployment stages in a Jenkinsfile, teams trigger automated Maven or Gradle builds, Docker image creation, and static‑site generation on every...
FossID Launches Agentic SCA to Bring Real-Time Compliance to AI-Driven Code Development
FossID AB introduced Agentic SCA, a real‑time software composition analysis layer designed for AI‑driven code development. The solution embeds compliance checks directly into AI agents, enabling instant detection of open‑source components, license obligations, and vulnerabilities as code is written. By...
43% of AI-Generated Code Changes Need Debugging in Production, Survey Finds
A Lightrun survey of 200 senior SRE and DevOps leaders finds that 43% of AI‑generated code changes still require manual debugging in production, even after QA and staging. Engineers are spending roughly 38% of their work week—about two full days—on...
Anchore Enterprise and the DoD DevSecOps Reference Design
Anchore Enterprise has been tightly woven into the Department of Defense’s DevSecOps Reference Design, providing automated security guardrails across every stage of the software factory. By generating SBOMs, enforcing policy‑as‑code, and continuously scanning containers, Anchore stops vulnerable code before it...
GitHub Finally Introduces Stacked Pull Requests, Devs Have Thoughts
GitHub has launched a private beta for stacked pull requests through its GitHub CLI, delivering a long‑awaited capability for developers. The feature enables a series of dependent changes to be submitted as a chain of pull requests, each building on...
Scan AWS GovCloud and More Partitions with Pulumi Insights
Pulumi Insights has expanded its account‑scanning capability to cover every AWS partition, including GovCloud (US), ISO, ISO‑B, ISO‑F, ISO‑E, European Sovereign Cloud, and China. The service now offers the same AI‑assisted resource discovery and cross‑account search that commercial AWS accounts...
Vault Enterprise 2.0 Modernizes Identity Security at Scale
HashiCorp announced Vault Enterprise 2.0, now generally available, adding identity‑first secret distribution, expanded Linux credential rotation, and high‑performance envelope encryption for streaming workloads. The release also introduces a new versioning and support model aligned with IBM’s lifecycle policies, guaranteeing at...
Agentic Coding at Enterprise Scale Demands Spec-Driven Development
AWS’s Kiro platform demonstrates that spec‑driven development can shrink enterprise software cycles dramatically, turning multi‑week feature builds into multi‑day sprints. By anchoring AI agents to rich, structured specifications, teams can generate code, run property‑based tests, and let agents self‑correct without...
The Innovation Budget Audit: Reclaiming the 30% "DevOps Tax"
Upsun warns that up to 30% of enterprise cloud spend leaks through fragmented, manual infrastructure—a phenomenon it dubs the “DevOps tax.” The waste stems from decentralized procurement, over‑provisioning, and redundant storage, especially as AI‑driven code updates double in frequency. Upsun...
Ming Ying: ParadeDB Is Officially on Railway
ParadeDB, the Postgres‑based full‑text search engine, is now an official integration on Railway. The partnership enables a one‑click deployment that launches a Docker container with a ready‑to‑use ParadeDB instance in under a minute. Railway automatically provisions environment variables, generates secure...
GitLab and Vertex AI on Google Cloud: Advancing Agentic Software Development
GitLab has made its Duo Agent Platform generally available and integrated it with Google Cloud’s Vertex AI, creating an AI‑driven orchestration layer that spans the entire software development lifecycle. The partnership lets developers invoke specialized agents for planning, coding, security...
Cloud MCP Now Includes Cypress Accessibility
Cypress announced that its Cloud Model Context Protocol (MCP) now integrates Cypress Accessibility, allowing AI agents to pull high‑level accessibility reports directly from Cypress Cloud. The feature auto‑triages issues, suggests fixes, and validates that changes don’t introduce new problems. It...
Rafay Achieves CNCF Kubernetes AI Conformance for v1.35 | Rafay
Rafay's Managed Kubernetes Service (MKS) has earned CNCF Kubernetes AI Conformance for version 1.35, the newest industry standard for running AI/ML workloads on Kubernetes. The certification proves MKS meets mandatory requirements across accelerator management, gang scheduling, GPU‑aware autoscaling, deep observability and...
How AI Tools Accelerated a PM’s 6-Month Framework Migration to 9 Days by Forrest Evans
A product manager at PagerDuty used AI pair‑programming tools (Cursor and Claude Sonnet 4.5) to migrate a complex Grails 6‑to‑7 codebase in just nine days, a task consultants had priced at $200‑300 K over six months. The AI‑assisted workflow handled version...
Building a CLI for All of Cloudflare
Cloudflare unveiled a technical preview of a revamped Wrangler CLI, branded as cf, aiming to expose the entire Cloudflare API surface through a single command‑line tool. The new CLI is built on a custom TypeScript schema that auto‑generates commands, configuration files,...
Virtana Delivers End-To-End Observability Across Nutanix Cloud Infrastructure and Nutanix Enterprise AI
Virtana unveiled AI Factory Observability for Nutanix Agentic AI, extending its monitoring platform from Nutanix Cloud Infrastructure into Nutanix Enterprise AI. The solution delivers real‑time GPU telemetry, idle‑GPU detection, and token‑level performance metrics across distributed clusters. By unifying visibility across...
Ingress-Nginx to Envoy Gateway Migration on CNCF Internal Services Cluster
The CNCF internal services cluster, which runs Codimd, GUAC and KCP, is migrating from the retiring ingress‑nginx controller to Envoy Gateway using the Kubernetes Gateway API. A shared Gateway object replaces multiple ingress controllers, consolidating load balancer resources and simplifying...
Kubernetes Monitoring Helm Chart V4: Biggest Update Ever!
Grafana’s Kubernetes Monitoring Helm chart has launched version 4, its most extensive overhaul yet. The update replaces list‑based configurations with map‑based structures for destinations, collectors, and telemetry services, allowing granular overrides and smoother GitOps workflows. New preset‑driven collector definitions, split...
Cloudflare Expands Agent Cloud with New Tools to Build and Scale AI Agents
Cloudflare announced an expansion of its Agent Cloud platform, adding a suite of tools that let developers build, deploy and scale AI agents on its global network. New features include Dynamic Workers, a fast isolated runtime; Artifacts, a Git‑compatible storage...
Will Some Programmers Become 'AI Babysitters'?
AI-powered large language models can now generate functional code in seconds, prompting industry leaders to warn that the real challenge lies in verifying and securing those outputs. Maggie Johnson, Google.org Global Head, describes a shift from code authoring to a...
Nutanix Makes Play with Agentic AI, Bare-Metal Kubernetes
Nutanix unveiled an agentic AI platform and a bare‑metal Kubernetes service, NKP Metal, at its .Next conference. The AI stack includes an AI Catalogue of open‑source components and an AI gateway to govern large‑language‑model policies. NKP Metal offers dual‑native architecture,...
Introducing the First End-to-End Enterprise Agentic Quality Platform
Tricentis unveiled the first end‑to‑end agentic quality engineering platform, a unified suite of AI agents that automate test planning, creation, execution and performance validation. The platform, orchestrated through Tricentis AI Workspace, embeds governance, auditability and contextual knowledge across roughly 200...
GitLab Named a 2026 Omdia Universe Leader
GitLab has been named a Leader in the 2026 Omdia Universe for AI‑assisted software development, topping the IDE‑based tools category. The vendor earned best‑in‑class scores in Solution Breadth (100%), Strategy and Innovation (88%) and Core Features (82%), with strong marks...
Precision over Perception: Why Architecture Matters in Benchmarking
VMware’s blog touts a 5.6× pod‑density edge for VCF 9.0 with VKS over Red Hat OpenShift, but the underlying study pits 300 virtual worker nodes against just four bare‑metal OpenShift nodes. Per‑node results tell a different story: OpenShift delivers roughly 1,850 pods...
Superpowers, GSD, and GSTACK: Picking the Right Framework for Your Coding Agent
Three open‑source frameworks—Superpowers, GSD, and GSTACK—address recurring failures of AI coding agents such as context rot, missing tests, and scope drift. Superpowers enforces a strict test‑driven development cycle, GSD prevents context overload by using per‑phase orchestrators, and GSTACK introduces role‑based...
Red Hat OpenShift Sandboxed Containers 1.12 and Red Hat Build of Trustee 1.1 Bring Confidential Computing to Bare Metal and...
Red Hat announced OpenShift sandboxed containers 1.12 and Red Hat build of Trustee 1.1, moving confidential containers on bare metal from preview to General Availability. The GA release adds hardware‑based memory encryption and attestation for Intel TDX, AMD SEV‑SNP, and IBM SEL platforms, plus persistent...
Automated GPU Health Monitoring with NVIDIA NVSentinel on the Rafay Platform
GPU clusters cost tens of thousands of dollars per unit, and hardware faults can halt AI training and inference, jeopardizing service‑level agreements. NVIDIA’s open‑source NVSentinel adds continuous health monitoring, automatic quarantine, and self‑healing to Kubernetes‑managed GPU fleets. Rafay integrates NVSentinel...