Our latest State of Software Delivery report analyzed more than 28 million CI workflows and found a pattern that should give engineering leaders pause. Average throughput grew 59% year over year. Main branch activity for the median team declined 7%. Teams are generating more code than ever before. Less of it is reaching production. The […]
A Day with Developer Assist: Faster Fixes, Cleaner Commits
Security tools promise to help developers. In practice, many of them just relocate the burden. The vulnerability still needs to be understood, researched, and fixed, only now the developer is doing it across two or three tools instead of one, hours or days after they wrote the code in question. The real test of an […]
Agentic AI for Defense: How Checkmarx Turns Security into a Coding Partner
“AI-powered” has become the default label for every security tool on the market. But there’s a meaningful difference between a tool that uses AI to generate alerts after the fact and one that actively participates in development, preventing vulnerabilities as code is written. That difference is what separates reactive AI from agentic AI. And it […]
Iceberg Won the Format War — Now Comes the Hard Part
Apache Iceberg has effectively won the open table format conversation. AWS, Google Cloud, Microsoft, Snowflake, Databricks — every major platform has thrown its weight behind it. If you work in data engineering or platform operations, the question is no longer whether Iceberg is the right foundation. It’s what it actually takes to run it day […]
When AI Gets It Wrong: The Insecure Defaults Lurking in Your Code
The arrival of generative AI in the software development lifecycle (SDLC) is arguably the biggest shift in coding in decades. For development teams, tools like GitHub, Copilot, and other AI assistants act as a massive force multiplier, automating boilerplate, suggesting complex logic, and significantly accelerating time-to-commit. But as organizations rush to equip their teams, a […]
The AI Productivity Paradox: How Developer Throughput Can Stall
Software engineering leaders have invested heavily in generative AI coding assistants for over two years—and for good reason. For many teams, the productivity gains appear significant. I hear the same story in conversations with leadership at dozens of enterprises: thanks to AI, developers complete tasks faster, write more code, and spend less time on boilerplate […]
The Cloud Scout Model Delivers Reliability As An Embedded Capability
Organizations today face a structural problem that is slowing down their move to cloud-native maturity. They’ve adopted modern DevOps tools, yes. They’re running Kubernetes. They’re using sophisticated observability platforms. But the people-and-process piece often remains stuck in the traditional enterprise IT paradigm. The rift is simple: developers are tasked with delivering features, and operational staff […]
The Future of DevSecOps: From Shifting Left to Shifting Smart
For the better part of a decade, a revolutionary idea has reshaped enterprise security: the “shift left” movement. This mantra taught us to view the software development lifecycle (SDLC) not as a finish line for security, but as its starting point. By embedding security checks at the earliest possible stage, we made incredible strides in […]
Beyond the Platform: How Enterprises Can Unify Their DevOps Toolchains for Better Governance and AI Readiness
For over a decade, the core mission of enterprise IT has been to accelerate innovation. This drive has led to a fundamental shift in how software is built, favoring team autonomy and the freedom to choose the best tools for the job. Whether it’s a specific CI/CD pipeline, a new testing framework, or a specialized […]
The Quantum Shift Is Here: A Survival Guide for the New Era of Software
The job of a modern software professional has changed. It now seems to include everyone else’s. Overnight, developers, security professionals and DevOps engineers have been asked to become cloud architects, AI whisperers, security sentinels and compliance officers. This isn’t just “shifting left.” It’s a total gravitational collapse where the entire business—its innovation, its revenue, its […]
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