DevOps.com, Thursday, October 8th, 2026
Quality Debt Is the New Technical Debt
AI lets teams ship code daily but testing can't keep up, creating 'quality debt'; UiPath pitches Test Cloud and a testing maturity model.
more →
Back Issues/Search Home → Archive → RSS → Subscribe → Services → Popular →
All sections ›
Archive
DevOps.com — Archive
291 articles · page 1 of 6
DevOps.com, Wednesday, October 7th, 2026
Three Truths About AI SRE
AI SRE tools excel at diagnosing incidents, but recovery isn't reliability; without context they fix symptoms, not root causes.
more → DevOps.com, Wednesday, October 7th, 2026
DevOps Has Always Been Hard to Define. Does a Standard Help?
Alan Shimel reviews The DevOps Standard from PeopleCert and DevOps Institute, including its AI guidance and open questions on stewardship.
more → DevOps.com, Wednesday, October 7th, 2026
AI Is Taking on Entry-Level Engineering Work. Who Trains the Young Engineers?
As AI absorbs repetitive junior work and entry-level hiring falls, engineers risk losing the repetition that builds judgment.
more → DevOps.com, Tuesday, October 6th, 2026
Security Teams Are Fixing Vulnerabilities Faster Than Ever. So Why Is Software Getting Riskier?
Remediation is faster, but AI agents make dependency choices at scale; teams should surface security data at selection time.
more → DevOps.com, Tuesday, October 6th, 2026
Getting to Reliable AI-Driven Development
A spec-driven AI development life cycle grounds AI in structured knowledge to cut hallucinations and lower token costs 8x-12x.
more → DevOps.com, Tuesday, October 6th, 2026
Availability Should Follow the Workload, Not the Infrastructure
Platforms automate deployment but not recovery; the next step is automating recovery decisions and measuring application-level resilience.
more → DevOps.com, Monday, October 5th, 2026
Open Source Mod Brings Rate Limits, Costs and CI Status Into View for Claude Code Users
Claude Statuspane adds a floating Claude Code dashboard for context, rate limits, cost and CI status, highlighting the need for agent telemetry.
more → DevOps.com, Friday, October 2nd, 2026
The DevOps Standard Gives Teams a Shared Model for Software Delivery
PeopleCert's new DevOps Institute book, The DevOps Standard, offers a vendor-neutral definition and operating model.
more →
DevOps.com, Thursday, October 1st, 2026
Introducing Futurum Media: Why Futurum, Why Now?
Futurum launches Futurum Media, combining Techstrong, Tech Field Day and Visible Impact under one umbrella.
more → DevOps.com, Thursday, October 1st, 2026
AWS AI Agent Surfaces Recommendations to Optimize Cloud Computing Environments
AWS previews the Well-Architected Agent, which recommends cost, security, performance and resilience fixes with code.
more → DevOps.com, Wednesday, September 30th, 2026
Survey Surfaces Sharp Increase in Amount of Code Written by AI
A survey of 705 developers finds 42% say AI now writes at least half their code, shifting time to review and debugging.
more → DevOps.com, Monday, September 28th, 2026
Keeping Humans Accountable as AI Agents Take On the SDLC
Atlassian's Ming Wu says governed agent loops can automate SDLC work, but people must stay accountable for results.
more → DevOps.com, Monday, September 28th, 2026
Headless DevOps Gives AI Agents Access to Delivery Workflows
Copado's Federico Larsen explains exposing DevOps platforms to AI agents via APIs, CLIs and MCP without losing controls.
more → DevOps.com, Friday, September 25th, 2026
Why Old Azure DevOps Releases Survive a Pipeline Cutover
Old Azure DevOps Classic releases retain stale configs that can silently undermine a pipeline migration.
more →
DevOps.com, Friday, September 25th, 2026
DevSecOps Teams as Partners in Secure Software Delivery
DevSecOps works best when security engineers act as partners throughout development rather than gatekeepers at the final release gate.
more → DevOps.com, Friday, September 25th, 2026
Dependency Mocking Approach That Gets More Accurate as Your Services Deploy More Often
DevOps.com describes traffic-based mocking that improves accuracy as upstream services deploy more often.
more → DevOps.com, Thursday, September 24th, 2026
Why Software Supply Chain Security Is Moving to the Gate
Package registries are shifting from post-install scanning to blocking malicious packages before installation.
more → DevOps.com, Thursday, September 24th, 2026
Why Plan Review Stopped Working
DevOps.com argues human plan review can't scale against AI-agent-driven infrastructure change volume.
more → DevOps.com, Thursday, September 24th, 2026
What I Learned Building Cloud-Portable Services Across Multiple Providers
A practitioner's lessons from building multi-cloud services: the real challenge is semantic differences between providers, not connectivity.
more → DevOps.com, Wednesday, September 23rd, 2026
Why Shift Left Is Dead
DevOps.com argues shift-left security can't handle AI-era risks that appear before any code is written.
more → DevOps.com, Wednesday, September 23rd, 2026
Why DNS Needs to Be Treated as Critical Infrastructure
DNS is core infrastructure that needs formal change management, tested redundancy, and strict access controls.
more → DevOps.com, Friday, September 18th, 2026
Why Your CI/CD Pipeline Is Your Most Unprotected Attack Surface
CI/CD pipelines represent critical security vulnerabilities due to privileged access and automated code execution.
more →
DevOps.com, Friday, September 18th, 2026
IT Outsourcing Versus In-House Development
Strategic outsourcing decisions should prioritize capability and velocity over cost, with hybrid models offering optimal balance.
more → DCIG, Thursday, September 17th, 2026
3 Ways DevOps Backup Protects Organizations From 'Good' Bad Actors
AI agents with legitimate credentials pose data risks requiring independent, immutable backups.
more →
DevOps.com, Wednesday, September 16th, 2026
Why MLOps Pipelines Need Security Audits
SecMLOps applies DevSecOps controls to ML pipelines for auditable security evidence.
more → DevOps.com, Wednesday, September 16th, 2026
The Three Tiers of Agentic Incident Response: When to Trust AI Autonomy
Framework for balancing AI automation with human oversight in incident response through three trust levels.
more → DevOps.com, Wednesday, September 16th, 2026
The Most Dangerous Reliability Failures Aren't Component Failures
System outages can occur when healthy components interact unsafely, not just from individual failures.
more → DevOps.com, Tuesday, September 15th, 2026
Stop Chasing 100% Test Coverage: Why DevOps Teams Need to Test Smarter, Not More
Risk-based testing prioritizes critical failures over exhaustive coverage for better release quality.
more → DevOps.com, Friday, September 11th, 2026
GitHub's August Outages Show Growth Is Outpacing Infrastructure
Five August incidents traced to capacity saturation, retry storms and database bottlenecks as Actions and Copilot usage surged.
more →
DevOps.com, Friday, September 11th, 2026
DevOps' Three Ways Were Never About Tooling
Optimizing the CI/CD pipeline locally can miss the system constraint that Flow, Feedback and Learning were meant to find.
more → DevOps.com, Thursday, September 10th, 2026
Why AI Agents Shouldn't Guess at Vulnerability Exploitability
Determining exploitability needs deterministic graph traversal of the supply chain, not language model inference.
more → DevOps.com, Wednesday, September 9th, 2026
Test Creation Was Never the Bottleneck
AI made code and test generation cheap, but verification and judgment stayed expensive, shifting the delivery bottleneck to review.
more → DevOps.com, Wednesday, September 9th, 2026
AI Has Turned Verification into the New DevOps Bottleneck
AI speeds code generation, but larger pull requests and unchanged pipelines make verification the new DevOps constraint.
more → DevOps.com, Wednesday, September 9th, 2026
Rust's First Debugging Survey Shows Most Developers Skip the Debugger Entirely
Only 46 percent of 2,300 Rust developers use a debugger; 81 percent reach for print statements instead.
more → DevOps.com, Wednesday, September 9th, 2026
Flaw in DeepSeek Harness AI Coding Tool Let Agents Disable Their Sandbox
CVE-2026-82533 let unauthenticated attackers bypass sandbox restrictions through host header spoofing.
more → DevOps.com, Tuesday, September 8th, 2026
Apica Adds AI Agents and MCP Server to Platform for Managing Telemetry Data
Apica Ascent 3.0 adds the Venn AI agent and an MCP server for natural-language telemetry pipeline management.
more → DevOps.com, Friday, September 4th, 2026
Your DevOps Pipeline Is Already a Sustainability Program
Right-sizing, pipeline efficiency and progressive rollouts cut carbon as a side effect of good engineering.
more →
DevOps.com, Friday, September 4th, 2026
Observability's Gaslighting Problem: 'Send Less Data' Isn't A Strategy
Cutting telemetry to cut cost strips out the exact signals you need for rare failures and AI-written code.
more → DevOps.com, Thursday, September 3rd, 2026
Modern Observability Connects Telemetry Across Systems So Engineers Can Understand Why Failures Occur, Not Just Detect Them
Observability 2.0: Why DevOps Teams Are Moving From Monitoring to Intelligent System Understanding
more → DevOps.com, Thursday, September 3rd, 2026
AI Accelerates Coding But Shifts The Bottleneck To Planning, Governance, Deployment And Operations
From the Horse's Mouth: Anthropic Says AI Has Changed the SDLC
more → DevOps.com, Wednesday, September 2nd, 2026
GitOps In 2026: Why Pull Requests Are Taking Over Cloud Operations
The pull request has become the control point for infrastructure change across Kubernetes and cloud services.
more → DevOps.com, Tuesday, September 1st, 2026
ActiveState Pitches AI-Ready Trusted Catalogs That Vet Open Source Components Before Use, Not After Deployment
Trusted Open Source Catalogs for AI and Developers
more → DevOps.com, Monday, August 31st, 2026
Network Engineering Is Shifting From Manual Configuration To Managing AI Agents As The Primary Operating Model
From Operator to Agent Manager: The Real Shift in Network Engineering
more → DevOps.com, Friday, August 28th, 2026
Cybersecurity Researchers Uncover Flaw in Google AI Coding Tool
Pillar Security exploited a prompt injection in Google's Gemini CLI to gain unauthorized cloud access.
more →
DevOps.com, Friday, August 28th, 2026
Certificate Renewal Is a Deployment Workflow, Not a Cron Job
Treating TLS certificate renewal as a full deployment workflow, not a scheduled task, prevents silent outages.
more → DevOps.com, Thursday, August 27th, 2026
When AI Coding Agents Become Malware Delivery Systems
Attackers are planting prompt-injection payloads in repos and READMEs to hijack AI coding agents into running malware.
more → DevOps.com, Thursday, August 27th, 2026
Production Validation: The Missing Layer in Enterprise Releases
Enterprise releases need production validation as a business-control layer beyond traditional testing.
more → DevOps.com, Wednesday, August 26th, 2026
Automated Diagnosis Isn't Automated Understanding: What Postmortems Teach Us About Building Trustworthy Incident AI
Alert correlation is not diagnosis; trustworthy incident AI needs causal reasoning and good postmortem data.
more → DevOps.com, Wednesday, August 26th, 2026
AI Can Generate Your Infrastructure. Can Your CI/CD Pipeline Trust It?
AI-generated infrastructure code carries a measurable security gap that CI/CD pipelines must gate for.
more →