Expert perspectives on application security, compliance, and emerging threats
IncidentOn a Tuesday morning, an unauthenticated attacker could walk into any public GitLab project and delete it. No credentials. No social engineering. Just a critical code injection vulnerability and an HT
GeneralWhat the Data Shows Gartner predicts that by 2028, cloud computing will be a core business necessity, with global spending expected to surpass $1 trillion. This isn t just about technology adoption; i
GuidesThe conventional wisdom says you need more staging environments to handle AI-generated code. When your CI/CD pipeline slows down because AI agents are producing 10 times the code volume, the instinct
ResearchYour AI coding assistant increased pull requests by 40% last month, leaving your senior engineers overwhelmed with review queues. According to the 2025 DORA data, key delivery metrics like lead time,
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GeneralYour team just merged a PR with 3,000 lines of auto-generated API client code. Another developer shipped 5,000 lines of boilerplate from an LLM. Your review queue looks like a novel, and you re still
ResearchA malicious GitHub issue shouldn t be able to trigger privileged workflows in your repository. But that s exactly what happened when Pillar Security discovered a vulnerability in Google s ADK Python r
GuidesYour development team just deployed an AI agent that automates customer support ticket routing. The agent uses a dozen custom skills, Python scripts that query databases, call APIs, and process user d
GeneralThe conventional wisdom : You need human code reviews before shipping to production. Every commit requires at least one pair of eyes. It s how you catch bugs, maintain standards, and prevent incidents
GeneralScope This guide focuses on EKS s approach to Kubernetes control plane upgrades using three key capabilities: Extended Support, Upgrade Insights, and Version Rollback. You ll learn how to make version
IncidentOn July 10, 2025, security researcher Antoni Tremblay reported a vulnerability to JetBrains through their coordinated disclosure program. The flaw, tracked as CVE-2026-63077, allows unauthenticated re
GeneralThe Cloud Native Computing Foundation launched its Kubernetes AI conformance program in November 2025, and the timing is more significant than you might think. By the end of 2026, two-thirds of comput
GeneralThe open-source community is sounding the alarm for enterprise teams. Jazzband, which manages numerous Python projects, shut down because maintainers couldn t handle AI-generated spam PRs. The Godot g
GeneralThe Conventional Wisdom Your team treats AI-generated code like intern submissions. Someone writes a prompt, the AI generates a function, and you spend the next hour fixing type errors, adding error h
GeneralYour developers deployed 47 PostgreSQL instances across six Kubernetes clusters last quarter. Each one needs backups, patching, monitoring, and compliance documentation. Your security team is auditing
GeneralYour developers are using AI coding assistants right now. They re generating pull requests, suggesting dependencies, and writing security checks. But the mental models most teams have about these tool
GeneralYour team reviews code after it s written. The data suggests you should flip that around. What Changed Code review started around 2006 when Google formalized internal practices. For nearly two decades
