SRE
When the Structure Becomes the Culture
Why micro teams and rotation reshape culture, not just throughput, in modern SRE. Most SRE leaders design teams around the systems they own. We designed ours around movement. We introduced micro teams ...
The End of Alert Fatigue: How AI-Powered Observability is Transforming SRE Teams in 2026
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 ...
On-Call: The Silent Force Shaping Engineering Culture
There is a silent force shaping engineering culture inside every technology organization. It affects productivity, team morale, psychological safety, and long-term retention. And yet, it is rarely discussed in executive meetings or ...
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. ...
The Velocity Trap: Why Shipping Faster Is Making Systems Worse
Muhammad Yawar Malik | | engineering culture, observability, reliability, Site Reliability Engineering (SRE), software delivery, technical debtThere is a particular flavour of engineering dysfunction that looks, from the outside, like peak performance. Deployments are frequent. Sprint velocity is high. The feature backlog is shrinking. Leadership is pleased. And ...
AIOps Isn’t Optional Anymore: What Modern DevOps Teams Must Adapt To
Michael Chukwube | | AIOps, devops automation, incident response, machine learning operations, observabilityAIOps is becoming essential for DevOps teams, enabling faster incident response, less alert noise and improved reliability at scale ...
VibeCode Meets DevOps: Accelerating Low-Code Innovation
AI-assisted low-code tools like VibeCode speed app development, but DevOps teams must ensure security, quality and CI/CD integration ...
Lightrun Adds Ability to Dynamically Pull Telemetry Data from Live Apps
Lightrun has added an ability to dynamically pull missing telemetry evidence from live application environments without having to deploy additional instrumentation to its namesake site reliability engineering (SRE) platform that is based ...
PagerDuty Extends Scope and Reach of AI SRE Platform
PagerDuty has extended the capabilities and reach of its artificial intelligence (AI) agents to enable them to be invoked directly from within the Slack messaging platform. Additionally, the AI SRE Agent that ...
Komodor Extends Reach of AI SRE Orchestration Framework
Komodor today extended the reach of its orchestration framework for artificial intelligence (AI) agents by adding support for Model Context Protocol (MCP) servers and the OpenAPI specification. Company CTO Itiel Shwartz said ...
How We Got Here: Alert Fatigue to Decision Fatigue
AI and observability reduced alert fatigue, but decision fatigue remains. Decision architecture helps DevOps teams scale operational judgment ...
On-Call Rotation Best Practices: Reducing Burnout and Improving Response
Neel Shah | | alert fatigue, alert hygiene, automated remediation, burnout prevention, incident management, incident postmortem, mttr, observability, on‑call best practices, on‑call compensation, on‑call metrics, OpsGenie, pagerduty, platform engineering, rotation models, runbook automation, Runbooks, shadow rotation, SREPractical SRE on‑call guide covering rotation models, alert hygiene, runbooks, metrics, compensation, shadowing, and automation to cut pager load and prevent engineer burnout ...
