Latest Articles
So Agentic Systems Are Messing Up Your SLO Framework
Saqib Jan | | agent monitoring, agentic AI reliability, Agentic Systems, AI agent SLOs, AI infrastructure, AI observability, behavioral correctness, behavioral drift, error budgets, inference reliability, nondeterministic AI, platform engineering, Probabilistic Systems, probabilistic tracing, semantic similarityTraditional SLOs cannot show whether AI agents are behaving correctly. Platform teams need layered metrics for infrastructure, inference and behavioral reliability ...
Shift Left Security: 4 Automated Security Gates in GitHub Actions
Zia Ullah | | automated security testing, CI/CD security gates, CodeQL, container image scanning, CVE detection, DAST, dependency scanning, DevSecOps pipeline, Dynamic Application Security Testing, GitHub Actions security, Node.js security, npm audit, OWASP ZAP, SAST, shift left security, Snyk, Software Supply Chain Security, Static Application Security Testing, Trivy, vulnerability scanningLearn how to add four automated security gates to GitHub Actions using npm audit, Snyk, Trivy, CodeQL and OWASP ZAP—without an enterprise licence ...
N. Korea Group Behind Multiple Open Source Supply-Chain Attacks: Amazon
Jeff Burt | | Amazon, Axios, chalk package, Contagious Interview, generative AI, google, malicious npm packages, microsoft, North Korea, open source libraries, software supply chain attacks, typo-crypto, WizAmazon’s recent report attributing a series of compromises of open source software libraries to a North Korea-backed threat group encapsulates many of the expanding cyber risks increasingly facing developers, from the growing ...
Common Risks of Outsourcing Software Development, and How to Tackle Them
Roman Davydov | | Cybersecurity, devsecops, project management, software development, software development outsourcing, Third-Party RiskBoth SMBs and large enterprises often choose software development outsourcing over developing software in-house. It is no surprise, as partnering with external developers enables companies to bridge IT talent gaps that cannot ...
Ten Great DevOps Job Opportunities
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these ...
Microsoft Confirms Copilot ‘Super App’ Is Coming This Year — and It’s About More Than Convenience
Tom Smith | | Agent 365, agent sprawl, AI agents, AI identity management, autonomous agents, Copilot Chat, Copilot Code, Copilot consolidation, Copilot Cowork, enterprise AI governance, GitHub Copilot, Microsoft 365 Copilot, Microsoft Autopilots, Microsoft Copilot super app, Microsoft Entra Agent ID, One CopilotMicrosoft is combining Copilot Chat, Code, Cowork and Autopilots into one super app, raising new questions about agent governance, identity, licensing and security ...
JetBrains Open-Sources KotlinLLM, a Research Prototype for Runtime Code Generation
Tom Smith | | agentic AI, AI coding tools, Apache License 2.0, asLlm, generative AI, IntelliJ IDEA plugin, JetBrains Research, Kotlin, Kotlin/JVM, KotlinLLM, LLM-generated code, mockLlm, persistent code generation, reviewable AI code, runtime code generation, Smart macros, software development, statically typed programmingJetBrains open-sources KotlinLLM, letting compiled Kotlin apps generate and persist LLM-written code at runtime instead of calling a model live ...
GitHub Brings Stacked Pull Requests Out of the Shadows
Tom Smith | | AI coding agents, branch protection, code quality, code review, continuous integration, developer productivity, DevOps workflows, gh-stack, GitHub Copilot, GitHub public preview, GitHub stacked pull requests, merge queues, pull request size, software engineering, Stacked PRsGitHub introduces native stacked pull requests, helping development teams break large changes into smaller, dependency-ordered PRs that are faster and easier to review ...
Open Source Code Just as Secure as Proprietary Software—If You Manage It Right, Says CISA
Joab Jackson | | AI security, CISA, federal government, open source software, Software Supply Chain, vulnerability managementOpen source can be just as safe as proprietary software, though government agencies (and private enterprises) should take additional measures to secure it properly, according to a new guide published by the ...
Why Log Monitoring Is the Missing Link in Most Incident Response Workflows
Modern engineering teams have invested heavily in observability. Dashboards are populated, alerts are configured, on-call rotations are set. Yet when production incidents occur, the average time to resolution hasn't dropped nearly as ...
CISA’s 2026 SBOM Guidance Adds Hash Requirements and AI Coverage
Tom Smith | | AI supply chain security, CISA, CISA SBOM 2026, CMMC, component hashes, component licensing, continuous SBOM validation, CycloneDX, FBI, FedRAMP, NSA, open source security, SaaS security, SBOM automation, SBOM minimum elements, software bill of materials, software procurement, Software Supply Chain Security, software transparency, SPDX, vendor risk managementCISA’s updated 2026 SBOM minimum elements expand software transparency requirements to AI, SaaS and open source while adding hashes, licenses and stronger validation ...
Tricentis Acquires Tabnine to Gain Knowledge Graph for AI Testing Agents
Tricentis today revealed it is acquiring Tabnine to gain access to a knowledge graph that will be used to provide context to AI agents that have been trained to automate a range ...
