Contributed Content
It’s Time to Rethink Access Control for Modern Development Environments
As development environments evolve at breakneck speed, our approach to securing them remains stuck in the past. I've watched countless organizations implement robust Identity and Access Management (IAM) solutions, deploy Identity Governance ...
How Open Source Tools Simplify DevOps for Startups
Durojaye Olusegun | | CI/CD, configuration drift, developer productivity tools, devops tools, devsecops, open source, SnapStartIn recent years, software development has made big strides. Tools like GitHub Copilot, ChatGPT, and other AI helpers have given developers the power to churn out code, tests, and documentation faster than ...
Developer Productivity in the Vibe Coding Era: Is AI Really Moving the Needle?
Hadi Chami | | AI coding tools, AI in software development, code quality, developer productivity, vibe codingLet me be clear. I do not like the term “vibe coding.” The label is sloppy and the concept it pushes is even sloppier. It lumps together two very different practices and ...
Why Up to 70% of SRE Initiatives Stall Before They Scale — and How to Break the Plateau
Akash Thakur | | automation, cloud-native reliability, Cultural Change, DevOps transformation, error budgets, incident management, KPIs, leadership alignment, legacy bottlenecks, modernization barriers, observability, Operational Excellence, reliability engineering, site reliability engineering, SLOs, SRE, SRE adoption challenges, SRE maturity model, SRE plateau, SRE training, toil reductionMany SRE initiatives stall because organizations adopt the title without the principles. True SRE success requires leadership vision, cultural change, shared KPIs and continuous maturity measurement—not tools alone ...
From What Now to What’s Next: How AI Is Closing the Gap Between Detection and Resolution
Howard Beader | | AI agents, AI-driven operations, anomaly detection, APM limitations, dependency failures, devops, distributed systems, incident response, IT operations, LLM fragility, MTTI, mttr, observability, operational resilience, outage detection, prescriptive monitoring, proactive remediation, root cause analysis, SRE tools, telemetry correlationModern DevOps teams face outages driven by complex dependencies and AI-enabled systems; success now depends on moving from reactive monitoring to prescriptive, AI-assisted incident resolution that shortens MTTI and MTTR ...
Patch or Perish: The Brutal Truth About Vulnerability Management in 2025
Samuel Ogbonna | | Active Risk AI, AI-powered VM, attack surface management, breach costs, Cisco VM, continuous monitoring, CVEs 2025, cybersecurity best practices, delayed patching, exploit prediction, IBM data breach report, Kenna Security, machine learning risk scoring, patch management, predictive prioritization, Rapid7, remediation automation, risk-based prioritization, Tenable, threat-aware prioritization, unpatched vulnerabilities, Vulcan Cyber, vulnerability management, vulnerability scanningVulnerability management in 2025 is overwhelmed by escalating CVEs and costly breaches; organizations must shift from slow, manual patching to continuous, risk-based, AI-powered remediation to stay secure ...
The Future of DevOps Still Has a Pulse
Anshul Sharma | | agentic DevOps, AI (Artificial Intelligence), AI Governance, AI infrastructure, devsecops, kubernetesOver the last few years, we have watched our industry get swept up in the promise of AI agents. The pitch is compelling: tell a system “Deploy this workflow and roll back ...
The Coding Assistant Bottleneck: Applying the 3-Ways
Eric Minick | | AI coding assistant, AI in CI/CD, CI/CD, developer productivity, devops, lifecycle managementAI coding assistants are the talk of the town, and for good reason. Tools that can turn a comment into a function or autocomplete entire classes are genuinely changing the developer experience ...
What Fuels AI Code Risks and How DevSecOps Can Secure Pipelines
Nitin Garg | | AI code risks, AI code security, devsecops, SBoM, secure pipeline, zero-trust securityModern development teams are under constant pressure to deliver fast, innovate continuously, and stay clear of security threats; all at the same time. Every new feature, every accelerated release, carries the hidden ...
How to Escape the Talent Valley
Dustin Lehr | | ai, AI Governance, AI in software development, application security, developer careers, devsecopsAcross the tech industry a disconcerting trend is emerging, job losses at the hand of a seemingly more efficient and cost-effective employee, artificial intelligence (AI). Software developers in particular have felt the ...
How to Build Engineering Teams That Drive Outcomes, not Outputs
Catherine McGarvey | | customer and business outcomes, devops, Engineering best practices, engineering silos, outcome-based teams, Product and designOutcome-based engineering teams focus on delivering real customer and business impact, aligning goals, adapting quickly, and collaborating across roles to drive results ...
Modular & Shift-Left Observability for Modern DevOps Pipelines
Shift-left observability makes monitoring a modular, built-in part of DevOps—improving reliability, cost efficiency, and visibility across modern cloud-native systems ...
