DevOps.com, Wednesday, June 10th, 2026
Datadog Leverages AI to Extend Observability Reach Deeper Into DevOps Workflows
Datadog expands its Bits AI framework with code remediation and new agents announced at DASH 2026.
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DevOps.com — Archive
209 articles · page 2 of 5
DevOps.com, Tuesday, June 9th, 2026
When the Structure Becomes the Culture
Designing teams around movement via micro teams and rotation can turn organizational structure into genuine culture.
more → DevOps.com, Tuesday, June 9th, 2026
Survey Surfaces Emerging DevOps Bottlenecks in the AI Coding Era
A survey of 831 engineers finds manual reviews, security testing, and code rework are top AI-era bottlenecks.
more → DevOps.com, Monday, June 8th, 2026
AWS Unfurls Open Source AI Agent to Enable Better AI Coding Outcomes
AWS previews Simple Strands Agent, an open-source harness that decouples AI coding tools from specific models.
more → DevOps.com, Monday, June 8th, 2026
The Flow Illusion: Why Transformation Feels Like Theatre
Flow metrics programs fail when they build reporting systems instead of lasting team measurement capability.
more → DevOps.com, Monday, June 8th, 2026
The Hidden Cost of AI Code: Keeping Quality Up With Production
As AI boosts code volume, change failure rate rises and traditional QA struggles to keep pace with quality.
more → DevOps.com, Friday, June 5th, 2026
Why the Software Development Tools You Choose Directly Affect Your CI/CD Reliability
CI/CD reliability is determined by earlier tool-selection choices and how cleanly tools compose, not feature lists.
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DevOps.com, Friday, June 5th, 2026
Secure Code Warrior Leverages AI to Extend DevSecOps Training Reach
Secure Code Warrior's AI-driven Adaptive Learning surfaces real-time, targeted security micro-training as developers write code.
more → DevOps.com, Friday, June 5th, 2026
Risk-Based Review for Infrastructure as Code Pull Requests
Risk-scoring Infrastructure as code (IaC) pull requests redirects reviewer effort to high-blast-radius changes instead of treating every diff equally.
more → DevOps.com, Friday, June 5th, 2026
AI Is Accelerating DevOps, Poor Integrations Are Slowing It Down
AI makes individual DevOps tools smarter but delivery stays slow because the gaps between tools remain unsolved.
more → DevOps.com, Friday, June 5th, 2026
Agentic DevSecOps: AI Security Co-Pilots for Your CI/CD Pipeline
Agentic AI adds an autonomous intelligence layer to DevSecOps, providing proactive, continuous security across the CI/CD pipeline.
more → DevOps.com, Thursday, June 4th, 2026
The Silent Risk of AI-Written DevOps Pipelines
AI-generated DevOps pipelines that work can quietly carry security, permission, and supply-chain risks teams stop scrutinizing.
more → DevOps.com, Thursday, June 4th, 2026
Agentic Observability Is Not a Chatbot Over Telemetry
Agentic observability should reshape how teams interact with telemetry, not just bolt a chatbot onto existing dashboards.
more → DevOps.com, Wednesday, June 3rd, 2026
Why the Trust Layer Is the Next Thing Developers Will Commodify
The AI trust layer of governance, provenance, and audit will become the next commodified component developers stop rebuilding.
more → DevOps.com, Wednesday, June 3rd, 2026
Why DIY Test Automation Succeeds Its Way Into a Problem
DIY test automation frameworks succeed just enough to become unfunded business-critical infrastructure nobody planned to maintain.
more → DevOps.com, Wednesday, June 3rd, 2026
Survey Surfaces Pervasive Adoption of AI Across SDLC
A Tricentis survey finds AI is pervasive across the SDLC but is driving tool sprawl, untested code, and major losses.
more → DevOps.com, Tuesday, June 2nd, 2026
Postman Adds AI Agent to Automate API Development and Governance
Postman's new AI Engineer agent autonomously builds, tests, documents, and governs APIs using its Context Graph.
more → DevOps.com, Friday, May 29th, 2026
Why Your AI Agent is a Black Box and How to Fix it With OpenTelemetry
OpenTelemetry provides vendor-neutral observability for AI agents, but semantic convention fragmentation remains a challenge.
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DevOps.com, Friday, May 29th, 2026
Why Logs, Metrics and Traces Still Don't Give You Real Observability
The three-pillar observability model has critical gaps that fail to catch modern distributed system failures.
more → DevOps.com, Friday, May 29th, 2026
Agentic SRE: The Next Frontier of Reliability
AI agents enhance SRE by automating telemetry analysis and safe operational tasks while keeping humans in control.
more → DevOps.com, Thursday, May 28th, 2026
Why Enterprise AI Infrastructure Is Becoming a DevOps Problem
Enterprise AI infrastructure has shifted from a feature problem to a complex platform engineering and DevOps challenge.
more → DevOps.com, Thursday, May 28th, 2026
Why AI Won't Solve the Hardest Part of Integrations
AI accelerates integration code creation, but operational infrastructure challenges remain critical at scale.
more → DevOps.com, Thursday, May 28th, 2026
Why Agent Skills Are the Next Evolution of Software Development
Agent skills are modular AI instructions transforming developers from coders to supervisors of autonomous agentic teams.
more → DevOps.com, Thursday, May 28th, 2026
5 Ways Agentic AI is Redefining DevOps Architecture for Self-Healing CI/CD Systems
Agentic AI transforms DevOps by enabling predictive failure detection, autonomous incident remediation, and self-healing CI/CD pipelines.
more → DevOps.com, Wednesday, May 27th, 2026
On-Call: The Silent Force Shaping Engineering Culture
On-call practices significantly impact engineering culture, retention, and mental health, requiring intentional management and investment.
more → DevOps.com, Tuesday, May 26th, 2026
Perplexity Bumblebee Shakes Loose Hidden Threats on Dev Desktops
Perplexity open-sources Bumblebee, a security scanner tool that checks developer machines for vulnerable software and unpatched dependencies.
more → DevOps.com, Friday, May 15th, 2026
Capturing Real API Behavior for Regression Testing: Architecture and Implementation
Record actual API behavior instead of assumptions to create more effective regression tests that catch real-world failures.
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DevOps.com, Friday, May 15th, 2026
Migration Observability: Measure Meaning, Not Movement
Migrations succeed by measuring semantic correctness through drift, not just measuring progress.
more → DevOps.com, Friday, May 15th, 2026
Why DevOps Is Critical for Modern Business Resilience
DevOps enables modern business resilience through unified development and operations cultures, automation, and architectural improvements.
more → DevOps.com, Thursday, May 14th, 2026
AWS Security Agent Brings Full Repository Code Scanning to Preview
AWS launches full repository code review for AWS Security Agent in preview, enabling deep architectural security analysis beyond traditional pattern-matching.
more → DevOps.com, Wednesday, May 13th, 2026
Hacktron Plans to Build AI Platform to Test Code for Vulnerabilities
Hacktron raises $2.9M in seed funding to develop an AI platform that identifies exploitable code vulnerabilities.
more → DevOps.com, Wednesday, May 13th, 2026
The Rise of Composable Architectures to Replace Traditional Platforms
Composable architecture is replacing monolithic platforms, projected to reach $11.8 billion by 2028 with 17.5% annual growth.
more → DevOps.com, Tuesday, May 12th, 2026
Continuous Security In DevSecOps: Moving Beyond One-Time Testing
Organizations must shift from annual security audits to continuous security integration throughout CI/CD pipelines to effectively combat evolving threats.
more → DevOps.com, Tuesday, May 12th, 2026
AWS Extends Scope of AI Engines Embedded in Kiro Coding Tool
AWS adds AI capabilities to Kiro coding tool including parallel task execution and requirements analysis.
more → DevOps.com, Monday, May 11th, 2026
The Five Biggest Mistakes Organizations Make When Implementing SRE
SRE implementations often fail due to cultural misalignment, poor hiring, ignored SLOs, premature AI adoption, and tool proliferation without operational discipline.
more → DevOps.com, Monday, May 11th, 2026
Open Source Contribution is About More Than Just Altruism
Organizations should contribute to open source software for practical business benefits, not just altruism.
more → DevOps.com, Monday, May 11th, 2026
How Open Source Dependency and Repo Attacks Compromise DevOps Pipelines and How to Stay Safe
Open source components comprise 90% of modern applications, creating supply chain vulnerabilities through outdated dependencies and malicious code injection.
more → DevOps.com, Monday, May 11th, 2026
NetDevOps Isn't Stalled, it's Stuck on the Wrong Problem
NetDevOps adoption barriers are primarily organizational and people-related, not technical, requiring evolution of existing staff rather than hiring unicorns.
more → DevOps.com, Monday, May 11th, 2026
When Should a DevOps Agent Act Without Human Approval?
Framework for determining appropriate autonomy levels for DevOps AI agents based on reversibility, blast radius, confidence, and time sensitivity.
more → DevOps.com, Friday, May 8th, 2026
Survey Surfaces Significant Levels of IDP Investment to Reduce SDLC Friction
CDW survey finds 68% of organizations have adopted IDPs to improve efficiency and security while facing persistent SDLC friction.
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DevOps.com, Friday, May 8th, 2026
AI-Generated Apps Without DevOps: A Security Disaster Waiting to Happen
AI-generated applications without DevOps practices create serious security risks through skipped oversight and hidden vulnerabilities.
more → DevOps.com, Thursday, May 7th, 2026
The Messy Reality of Vibe Coding
AI-assisted development requires proper safety systems and review processes, not bans or avoidance.
more → DevOps.com, Thursday, May 7th, 2026
Survey Sees AI Driving DevOps Productivity Gains Despite Challenges
Survey finds 64% of developers report 25%+ productivity gains from AI, though challenges include tool costs and uneven adoption levels.
more → DevOps.com, Thursday, May 7th, 2026
Bridging the IT Divide Without Breaking What Already Works
Organizations must balance legacy stability with modern modernization by creating unified operational models instead of forcing a choice between them.
more → DevOps.com, Thursday, May 7th, 2026
Beyond the Build: Integrating Security Into CI/CD Pipelines
DevSecOps integrates automated security testing and monitoring into CI/CD pipelines to identify vulnerabilities early in development.
more → DevOps.com, Monday, May 4th, 2026
Reimagining AI-Assisted Coding for Team Scale in Enterprises
Enterprise AI coding platforms must embed architectural constraints and governance rather than relying on individual prompts.
more → DevOps.com, Friday, May 1st, 2026
The Trust Problem With AI Agents in Production Pipelines
Let me describe a scenario that is already playing out in production environments. A team deploys an AI agent to handle routine infrastructure scaling. The agent performs flawlessly for weeks. It optimizes costs, responds to traffic patterns faster than any human could, and the team starts trusting it implicitly.
more → DevOps.com, Thursday, April 30th, 2026
Documentation is Dead. Long Live Documentation.
I'm going to say something that will make every engineering manager uncomfortable: Stop asking your team to write documentation.
more → DevOps.com, Wednesday, April 29th, 2026
AIOps Isn't Optional Anymore: What Modern DevOps Teams Must Adapt To
Modern infrastructure has become much more complicated than in the past. There is a constant flow of information, consisting of metrics, logs, and alerts. This is due to the introduction of microservices architecture, hybrid clouds, containerization, and IoT. Reliability is critical in the current business environment because the failure of infrastructure could mean losses for both reputation and productivity.
more → DevOps.com, Wednesday, April 29th, 2026
Cyber Threats to DevOps Platforms Rising Fast, GitProtect Report Finds
Software developers, CI/CD pipelines, and the tools they rely on are increasingly becoming attractive targets for threat groups. The number of cyberattacks on code repositories like npm and GitHub continues to mount as threat actors push their supply chain attacks.
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