SRE
Site Reliability Engineering u2014 SLIs, SLOs, error budgets, incident management, and observability.
18 articles
Incident Memory for On-Call AI Agents: Stop Re-Diagnosing the Same Outage
Build persistent incident memory for on-call AI agents: a SQLite-plus-embeddings store, a recall tool, and guardrails against stale or poisoned memories.
Build an AI Postmortem Agent: From Raw Incident Timeline to Blameless Draft
Build an AI postmortem agent: assemble the incident timeline from Alertmanager, deploys, and Slack, then draft a blameless postmortem a human reviews.
Context Engineering for On-Call AI Agents: What to Feed an Incident Agent
An on-call AI agent is only as good as its context. Learn to engineer the window—retrieve runbooks, deploys, and past incidents, budget tokens, and write memory back.
SRE vs DevOps: Key Differences That Actually Matter (2026)
SRE and DevOps get conflated constantly. Here's a practitioner's breakdown of the real differences — philosophy, error budgets, toil, on-call, and when to use each.
Error Budget: Panduan Lengkap SRE untuk Menghentikan Perang Fitur vs Keandalan
Pelajari apa itu error budget dalam SRE, cara menghitungnya dengan Prometheus, dan cara membangun kebijakan error budget yang menghentikan perang antara fitur dan keandalan. Panduan praktis bahasa Indonesia.
SLI/SLO Implementation Guide with Prometheus & Grafana
SLI/SLO implementation with Prometheus recording rules, Grafana dashboards, burn rate alerts, and error budget policies — real YAML, real dashboards.
eBPF Observability for SRE: The End of Sidecars in 2026
eBPF observability for SRE in 2026: replacing sidecars and agents. Hands-on Cilium Hubble, Tetragon, and zero-instrumentation monitoring on Kubernetes.
OpenTelemetry Tracing: Complete Setup Guide for DevOps & SRE in 2026
Set up OpenTelemetry distributed tracing with auto-instrumentation for Go, Python, Node.js apps — OTLP exports to Jaeger, Tempo, and Grafana. Zero-code instrument with real YAML and Docker examples.
SLI vs SLO vs SLA: The Real SRE Guide with Examples in 2026
Practical SLO definition with Prometheus recording rules, error budget policies, and SLO-based alerting. Stop alerting on raw latency and start alerting on burnout rate with real YAML examples.
AI Agents for SRE: Autonomous Incident Response in 2026
AI SRE agents are slashing MTTR by 70% in 2026. Learn how autonomous incident response works, compare tools like Aurora and Resolve.ai, and get a practical pilot guide.
AI-Powered Observability: The Future of SRE Monitoring in 2026
How AI and machine learning are transforming SRE observability — from predictive alerting and LLM-based log analysis to AI-integrated OpenTelemetry pipelines. Full hands-on guide.
Incident Management & Blameless Postmortem: SRE Guide 2026
Complete SRE guide to incident management, severity levels, blameless postmortems, and building a postmortem culture. Templates and playbook included.
OpenTelemetry Tutorial 2026: Complete Setup Guide for SRE & DevOps
Hands-on OpenTelemetry tutorial covering instrumentation, collector configuration, and distributed tracing setup for SRE and DevOps engineers in 2026.
Incident Management Runbook: The Complete SRE Template for 2026
A production-ready incident management runbook template for SRE and DevOps teams. Covers severity levels, roles, response lifecycle, automation, and a postmortem template you can copy today.
Top 50 SRE Interview Questions and Answers 2026
Prepare for your SRE interview with 50 real questions covering SLIs, SLOs, error budgets, incident management, observability, Kubernetes, and automation — with concise answers from production experience.
SLI vs SLO vs SLA: Real SRE Guide with Examples
Service Level Indicators, Objectives, and Agreements explained with real metrics, Prometheus queries, and production examples. No theory — just what works.
SRE vs DevOps vs Platform Engineering: What's the Difference in 2026?
Site Reliability Engineering, DevOps, and Platform Engineering — three overlapping disciplines with distinct missions. A practical breakdown for engineers in 2026.
SRE vs DevOps vs Platform Engineering: What's the Difference in 2026?
Site Reliability Engineering, DevOps, and Platform Engineering — three overlapping disciplines with distinct missions. A practical breakdown for engineers in 2026.