AI
Can Chainguard Save Open-Source Software From Mythos? Can Anyone?
IBM and Red Hat aren't the only ones that mean to lock down open-source code against AI hacking tools. Last week, IBM and Red Hat launched Project Lightwell to protect open-source projects ...
xAI Opens Grok Build 0.1 to Developers via API
xAI's Grok Build 0.1 is now available in public beta via the xAI API — a fast, purpose-built coding model for agentic workflows, debugging, and MCP support ...
AI Is Changing How We Write Infrastructure, But It’s Not Solving How We Control It
Over the past year, AI has fundamentally changed how software is written. Infrastructure code is no exception. Tasks that once required deep familiarity with tools, syntax, and workflows can now be handled ...
Why Logs, Metrics and Traces Still Don’t Give You Real ObservabilityÂ
If your team can answer the question “Did the system do the right thing?” and not just “Did the system stay up?”, you’re getting close to real observability ...
Why Your AI Agent is a Black Box and How to fix it With OpenTelemetryÂ
You built the agent. It works in testing. Then it hits production and starts giving wrong answers, timing out or burning through your token budget, and you have no idea why. This is ...
Agentic SRE: The Next Frontier of ReliabilityÂ
Agentic SRE is the evolution of site reliability engineering where AI agents help observe systems, reason over telemetry and take bounded operational actions under human-defined guardrails ...
Harness Adds Pair of Tools to Track ROI in AI Coding
Harness today added two tools to track and analyze the impact code generated by artificial intelligence (AI) coding tools is having on application development. An AI Development Lifecycle (DLC) tool installs agent ...
IBM, Red Hat Launch Project Lightwell to Secure Open Source Software from Frontier Models
Jeff Burt | | AI (Artificial Intelligence), AI security risks, AI vulnerability detection, Anthropic Mythos Preview, frontier AI models, Google Cloud, microsoft, open source software security, OpenAI, Project Glasswing, Project Lightwell, red hatIBM and Red Hat are bringing together what they’ve learned from frontier AI models and 20,000 engineers to launch Project Lightwell, a $5 billion initiative aimed at helping enterprises better secure their ...
Why Agent Skills Are the Next Evolution of Software DevelopmentÂ
The emergence of agent skills — modular, reusable blocks of natural language instructions and metadata — is transforming the developer’s role ...
The Future of Salesforce DevOps: Preparing for the AI EraÂ
Damodhar Reddy Mutayalwad | | ai, AI and DevOps, deployments, devops, failures, metadata risks, Predictive Analytics, SalesforceBy establishing a robust DevOps foundation now, organizations can leverage these emerging predictive capabilities to transform reactive pipelines into proactive, self-correcting release architectures ...
The End of Alert Fatigue: How AI-Powered Observability is Transforming SRE Teams in 2026Â
Neel Shah | | AI-powered observability, AIOps alert fatigue, automated root cause analysis, baseline threshold monitoring, burnout, cut MTTR with AI, fatigue, incident response playbook automation, open source observability correlation, SRE burnout reduction, SRE teams, unified telemetry data planeAlert fatigue among Site Reliability Engineering (SRE) teams has reached a breaking point, with responders drowning in thousands of weekly notifications where only 3% genuinely warrant attention. This massive volume of noise—driven ...
5 Ways Agentic AI is Redefining DevOps Architecture for Self-Healing CI/CD SystemsÂ
Lucy Manole | | agentic AI DevOps, automated incident remediation, autonomous test repair, continuous security scanning, DevOps automation vs autonomy, flaky tests AI agents, Model Context Protocol MCP, multi-agent orchestration, predictive failure detection, self-healing CI CDThe era of the flaky test as a simple annoyance is over. As enterprises shift from deterministic applications to agentic AI, flakiness has evolved into a structural bottleneck for traditional CI/CD pipelines ...
