DevOps.com, Friday, November 6th, 2026
The Agent Did Exactly What We Let It Do
AI agent failures come from excess permissions, not rogue intelligence, and need technically enforced controls, this DevOps.com piece argues.
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DevOps.com — Archive
306 articles · page 1 of 7
DevOps.com, Wednesday, November 4th, 2026
The Hidden Productivity Trap in an Engineer's Workday
Meetings and constant interruptions erode developers' deep focus, and AI coding tools make protected focus time more important.
more → DevOps.com, Tuesday, November 3rd, 2026
Your CI Retries Are Hiding Real Bugs
An experiment shows two CI test retries let 99.2% of builds with an intermittent bug pass, and proposes a quarantine policy.
more → DevOps.com, Tuesday, November 3rd, 2026
The New Frontier: Managing Human+AI Agent Software Development Teams
SmartBear's Alex Zavorski says hybrid human and AI development teams need stronger testing, governance and human accountability.
more → DevOps.com, Tuesday, November 3rd, 2026
Fast Code, Slow Feedback: Fixing CI for the Age of AI Agents
A Harness engineer explains five ways to speed up CI as AI coding agents multiply pull requests, pipeline runs and compute costs.
more → DevOps.com, Thursday, October 29th, 2026
Why More AI-Generated Tests Don't Mean Better Testing
George Ukkuru argues QA teams should judge AI-generated tests by an AI Trust Score covering quality and coverage, not by test counts.
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DevOps.com, Thursday, October 29th, 2026
From Reactive to Predictive: How AI and Automation Are Advancing Real-Time DevOps Decision-Making
DevOps.com article explains how AIOps uses machine learning to cut alert noise and predict failures, while humans stay in the loop.
more → DevOps.com, Thursday, October 29th, 2026
Design and Specifications Are Not What Is in Your Infrastructure
Lansweeper CTO Guido Patanella argues diagrams and specs rarely match production, and cyber asset intelligence is needed to see what really runs.
more → DevOps.com, Tuesday, October 27th, 2026
Report: Claude Code Exceeds GitHub Copilot for Merging Pull Requests
Jellyfish data shows Claude Code used in 31% of AI-assisted merged pull requests versus 23% for GitHub Copilot, with humans still reviewing.
more → DevOps.com, Tuesday, October 27th, 2026
How to Secure AI-Generated Code Across an Enterprise SDLC
DevOps.com guide covers four main risks of AI-generated code and the checks, gates and ownership enterprises need to catch them.
more → DevOps.com, Tuesday, October 27th, 2026
AWS Delivers AI Service to Discover Vulnerabilities and Generate Patches
AWS made its Continuum service for code vulnerabilities generally available to find, validate and prioritize flaws and generate patches.
more → DevOps.com, Monday, October 26th, 2026
Why Continuous Vulnerability Management Belongs in Every DevSecOps Strategy
DevOps.com piece argues DevSecOps needs continuous vulnerability management, built on risk prioritization, ongoing scanning and monitoring.
more → DevOps.com, Friday, October 23rd, 2026
The Automation Confidence Gap: When Should AI Be Allowed to Change Production?
Score AI-proposed production changes on seven evidence checks, let the score set execution authority, and never let it override a failed gate.
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DevOps.com, Friday, October 23rd, 2026
Manual Effort and Maintenance Debt: The Push Toward Autonomy in Software Testing
Techstrong survey: 43% of testers spend more effort maintaining automated tests than creating coverage; 62% see autonomous testing as key.
more → DevOps.com, Thursday, October 22nd, 2026
How Dependency Mocking Affects CI/CD Pipeline Reliability
Stale dependency mocks make green CI/CD runs misleading; tie upstream deployments to automatic downstream mock validation.
more → 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.
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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.
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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.
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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.
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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.
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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.
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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.
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