Contributed Content
Rewriting the Rules of Software Quality: Why Agentic QA is the Future CIOs Must Champion
Chirag Gandhi | | adaptive testing, agentic QA, agentic systems in DevOps, AI DevSecOps, AI for CIOs, AI Governance, AI in enterprise software, AI in software testing, AI quality automation, AI software lifecycle, AI software quality, AI-driven QA, AI-enabled QA frameworks, autonomous QA systems, autonomous quality assurance, continuous testing with AI, Enterprise AI, ethical AI testing, generative AI QA, intelligent agents, QA automationDiscover how Agentic QA is transforming enterprise software testing with autonomous AI systems that embed quality into every stage of development ...
Don’t Reinvent the Wheel: A Developer’s Guide to AI Reusability
Daniel Helfand | | agentic AI, ai, AI in software engineering, AI model versioning, AI platform engineering, AI reusability, AI reuse framework, AI workflow management, AI workflow standardization, AI-driven developer productivity, CI/CD AI, devsecops automation, reusable AI workflows, software catalog for AIEvery great innovation brings on new challenges, and AI is no exception. As technology leaders instruct their workforces to default to using AI in their day-to-day tasks and as AI workflows become ...
OpenTelemetry and AI are Unlocking Logs as the Essential Signal for “Why”
Bahubali Shetti | | agentic AI, AI incident response, AI observability, AI-driven observability, cloud native telemetry, cross-signal correlation, ECS, Elastic Common Schema, KubeCon + CNC NA 2025, LLM log parsing, log analysis, log normalization, MELT stack, OpenTelemetry, OTel logs, OTel semantics, OTLP, root cause analysis, schema standardization, SRE workflows, telemetry pipelinesLogs reveal the “why” behind failures. Learn how OpenTelemetry and AI transform raw log data into structured, actionable insights for modern observability ...
The Agentic AI-Driven Future of Telemetry
Perry Correll | | 10x investigators, agentic telemetry, AI infrastructure, AI observability, AI reasoning, AI scalability, AI-driven operations, AI-first architecture, autonomous agents, context fusion, contextual telemetry, human-in-the-loop, KubeCon + CNC NA 2025, MELT stack, metrics events logs traces, observability platforms, OCSF, OpenTelemetry, schema-agnostic architecture, telemetry normalizationTelemetry is evolving from passive data to AI-grade fuel. Learn how agentic telemetry fuses human and machine context to power self-healing, intelligent systems ...
The Silent Technical Debt: Why Manual Remediation Is Costing You More Than You Think
Bob Shaker | | ActiveState report, continuous remediation, cybersecurity efficiency, Dependency Management, developer productivity, devsecops, engineering performance, innovation tax, intelligent remediation, KubeCon 2025, manual remediation, Mean Time to Remediate, mttr, open source security, remediation debt, security automation, software vulnerabilities, technical debt, transitive dependencies, vulnerability managementManual vulnerability remediation drains time, innovation, and security. Learn how intelligent remediation eliminates hidden technical debt and accelerates DevSecOps ...
Before You Go Agentic: Top Guardrails to Safely Deploy AI Agents in Observability
Pankaj Thakkar | | agentic AI, AI audit trails, AI cost management, AI deployment controls, AI Governance, AI guardrails, AI in DevOps, AI observability safety, AI operations, AI policy validation, AI rate limiting, autonomous agents, data privacy, human-in-the-loop, KubeCon 2025, observability, OpenTelemetry, role-based access control, self-healing infrastructure, zero-trustObservability platforms are evolving from passive monitors to active participants. Agentic AI promises a self-healing infrastructure that detects anomalies and fixes issues before users notice, reducing resolution time from hours to minutes ...
The Breakneck Future of Codegen: Why AI SWE Must Be Matched with AI SRE
Anish Agarwal | | AI automation, AI code generation, AI in DevOps, AI infrastructure, AI observability, AI operations, AI reliability, AI SRE, AI-Driven Development, cloud-native systems, code duplication, distributed inference, GitHub Copilot, incident management, parallel reasoning, resilience engineering, site reliability engineering, software reliability, software vulnerabilities, technical debtAI codegen is transforming software development — but as speed and complexity increase, so does fragility. AI for site reliability will need to keep pace to avoid system breakdown and engineer burnout. ...
Why Nano Updates Only Work if You Begin with the Latest and Greatest Software
Dustin Kirkland | | automated updates, CI/CD, container updates, continuous delivery, continuous improvement, CVE reduction, Dependency Management, devsecops, engineering and security collaboration, legacy modernization, Linux base images, modern software stacks, nano updates, secure development practices, security patching, software hygiene, software maintenance, software updates, technical debt, vulnerability managementIs there a silent threat of technical debt looming in your organization? You probably should take a deeper look. Modern software systems are composed of hundreds of interdependent components. How are you ...
The Developer’s Guide to Agentic AI: The Five Stages of Agent Lifecycle Management
Dan Fernandez | | adaptive AI systems, agent lifecycle management, agent-based systems, agentic enterprise, AI adaptability, AI agents, AI ALM, AI development lifecycle, AI Governance, AI in enterprise, AI innovation, autonomous agents, business automation, continuous AI improvement, enterprise transformation, generative AI, intent-driven agents, Salesforce Agentforce, self-improving AI, Stanford SIRIUS frameworkDiscover how AI agents evolve from task executors to adaptive, self-improving systems through Agentic Lifecycle Management, driving agility and innovation ...
The Cloud Reset: DevOps Brings Workloads Back to Private Clouds
Janakiram MSV | | automation, cloud-first, cost predictability, data governance, data sovereignty, devops, DevOps tooling, DevOps transformation, devsecops, FinOps, infrastructure as code, infrastructure management, IT operations, private cloud, security and compliance, self-service provisioning, workload placementDevOps teams are leading a “cloud reset,” moving workloads from public to private clouds for greater control, security and cost predictability. As organizations mature beyond cloud-first strategies, hybrid and private cloud environments ...
How Software Engineers and Students Use AI to Move Faster than Ever (Without Breaking Things)
Vivek Vaidya | | agentic AI, AI adoption, AI and students, AI coding tools, AI collaboration, AI engineers, AI evolution, AI in education, AI in software development, AI in universities, AI innovation, AI revolution, AI skills, AI skills gap, AI startups, AI Tools for Developers, AI transformation, AI workforce adaptation, AI-native companies, AI-native design, AI-native learning, AI-powered development, AI/ML, artificial intelligence, augmented development, augmented intelligence, Cursor, developer productivity, digital transformation, Enterprise AI, future of work, human-AI collaboration, LLMs, machine learning, super{set}, VC investment in AIWe’re living through the AI revolution — or more accurately, the age of augmented intelligence. From agentic AI tools transforming software development to AI-native education shaping the next generation, super{set} explores how ...
Establishing Visibility and Governance for Your Software Supply Chain
Parth Patel | | application security, asset visibility, attack surface management, build-time security, Cloud Governance, context-aware security, cybersecurity governance, dependency tracking, eBPF runtime analysis, Kubernetes Gatekeeper, Log4Shell, open source security, provenance attestation, risk reduction, SBoM, SBOM automation, secure software development, SLSA, software bill of materials, software provenance, Software Supply Chain Security, supply chain risk, Third-party Dependencies, VEX, vulnerability management, vulnerability prioritizationAsset visibility and cloud governance start with SBOMs, VEX, and provenance tracking. Learn how to secure your software supply chain ...
