Tag: site reliability engineering
How to Move AI SRE Agents From Demo to Production
Andrey Pokhilko | | agentic AI, AI agents, AIOps, incident response, observability, site reliability engineeringAn AI agent that works on an engineer’s laptop can feel like a breakthrough. It can read logs, query observability tools, inspect cloud resources and connect a failed deployment to a bad ...
The Three Tiers of Agentic Incident Response: When to Trust AI Autonomy
Neel Shah | | agentic AI, AI agents, AI Governance, AI operations, AIOps, automation guardrails, autonomous remediation, devops, human-in-the-loop, incident management, incident response, mttr, observability, production reliability, Runbooks, site reliability engineering, SREA three-tier model for agentic incident response balances AI automation with human oversight, matching autonomy to risk, reversibility, blast radius and diagnostic confidence ...
Why Reliability Guardrails Are Needed in Every AI Coding Pipeline
Kolton Andrus | | ai, AI agents, chaos engineering, CI/CD, reliability, site reliability engineeringWe’re in the middle of a reliability reckoning. Thanks to AI, companies are shipping code much faster than before. But if there’s anything to learn from the surge in high-profile outages over ...
DevOps Is Drowning in Updates—and Engineering Is Paying the Price
Alex Vakulov | | cloud operations, devops, devsecops, information overload, platform engineering, site reliability engineeringDevOps used to be a manageable rhythm: several core tools, a handful of respected blogs, and a few incident write-ups that made everyone slightly uncomfortable in a useful way. Now it feels ...
The Death of the Four Golden Signals: Designing Telemetry for Non-Deterministic Infrastructure
Jyostna Seelam | | AI architecture, AI compliance, AI Governance, AI guardrails, AI infrastructure, AI monitoring, AI observability, AI operations, AI operations strategy., AI performance metrics, AI platform monitoring, AI reliability, AI resilience, AI safety, AI SLIs, AI SLOs, AI system reliability, AI telemetry, AI trust, Enterprise AI, generative AI monitoring, guardrail intervention rate, hallucination detection, LLM monitoring, LLM observability, modern SRE, non-deterministic systems, Observability Engineering, OpenTelemetry, platform engineering, production AI, RAG observability, RAG systems, semantic drift, site reliability engineering, SRE, time to first token, token throughput, TTFT, vector database monitoringIn complex software systems, our traditional definition of operational health has always been comfortably binary. For over a decade, site reliability engineering (SRE) teams have relied on the industry-standard ‘Four Golden Signals’ ...
The Five Biggest Mistakes Organizations Make When Implementing SRE
Akash Thakur | | AIOps, cultural transformation, error budgets, incident response, observability, platform engineering, site reliability engineering, SLO, SRE, toilFrom cargo-culting Google's playbook to rushing AI-powered observability into production before the fundamentals are in place, here's where SRE transformations quietly go wrong, and how to course-correct. ...
How to Manage Operations in DevOps Using Modern Technology
Samuel Ogbonna | | AIOps, infrastructure as code, observability, platform engineering, site reliability engineeringHow modern DevOps teams manage operations using automation, observability, AIOps and self-service to reduce toil and improve reliability ...
Five Great DevOps Job Opportunities
Mike Vizard | | Bank of America Tech Careers, Cloud Platform Jobs, Developer Productivity Roles, DevOps hiring trends, DevOps Jobs 2026, DevOps Market Trends, DevOps Salary Report, IAM Engineering Jobs, Platform Engineering Jobs, Principal DevOps Engineer, Remote DevOps Roles, Senior DevOps Engineer NYC, site reliability engineering, Software Engineering Careers, Staff Software Engineer Salary, Tech Job Market InsightsExplore the latest DevOps.com weekly jobs report. Highlighting premier opportunities at Bank of America, Microsoft, and GEICO, with salary insights up to $300,000 for senior engineering and platform leadership roles ...
Sorry, Charlie, StarKist Wants AI With Good Taste
Alan Shimel | | Accelerate, accountability, AI alignment, AI Governance, behavioral generalization, blameless postmortems, character in AI, constitutional alignment, Culture Change, devops, emergent misalignment, ethical AI, guardrails, incentive design, incentives, insecure code, interdisciplinary alignment, model disposition, model governance, moral behavior, safety engineering, site reliability engineering, training data culture, training pipelines, trustworthiness, virtuesA surprising AI experiment showed that feeding a model sloppy code didn’t just produce bad programming, it produced bad behavior. The result points to something philosophers and DevOps engineers have long understood: ...
What to do About AI’s Forced Rethink of Reliability in Modern DevOps
Leo Vasiliou | | Agentic Workflows, AI monitoring, AI observability, AI reliability, AI. analytics, business impact, CDNs, customer churn, devops, digital experience, experience-driven resilience, incident response, internet stack, KPIs, latency, LLM applications, model drift, monitoring tools, NPS, observability, performance, performance degradation, reliability, reliability strategy, revenue, SaaS, site reliability engineering, SLIs, SLOs, SRE Report 2026, Third-party Dependencies, trust, uptime, user experienceAs systems become more distributed and AI-driven, traditional uptime metrics are no longer enough. The 2026 SRE Report shows how reliability is shifting toward user experience, speed, and business impact, and how ...
SRE vs. DevOps is a False Choice: Here’s the Unified Model That Works
Michael Chukwube | | application performance, automation, collaboration, continuous integration, culture of learning, devops, incident response, platform engineering, reliability metrics, site reliability engineering, software development, SREDevOps and site reliability engineering (SRE) are complementary strategies that enhance both speed and reliability in software development. While DevOps focuses on collaboration and automation to break down silos between development and ...
Secure DevOps at Scale: Integrating SRE, DevSecOps and Compliance
Johnbosco Ejiofor | | agile development, cloud-native security, compliance automation, devsecops, enterprise applications, regulatory standards, SaaS development, Secure DevOps, security and reliability, site reliability engineeringEnterprises developing SaaS products face the challenge of balancing innovation, security, and compliance. By adopting Secure DevOps practices—integrating security into every stage of development—and implementing site reliability engineering (SRE), organizations can enhance ...
