Blog
Field notes on Frontier Investigation Agents
After Ten Years of Transformation, the Next Chapter Is Operational Excellence
Frontier Investigation Agents: The Hard Part Was Never the Fix
CloudThinker Cyber vs AWS Security Agent on OWASP Juice Shop: 65% More Findings at 94% Lower Cost
CloudThinker × Wazuh: From Alerts to Investigation
Your Best Engineers Should Be Building the Future
How to Use CloudThinker for Incidents: Three Ways, One Night
Your On-Call Has Not Met Astra Yet
The DevSecOps Review Prescription Guide: How to Review Thousands of Merge Requests a Month
Working with Agents, Role by Role: A New Practical Guide
Unifying Your Production Operations Stack with CloudThinker
The 10 Best AI SRE Tools in 2026, Compared
Ship daily. Pentest each deploy. Introducing CloudThinker AppSec
CloudThinker × Rollbar: From Error Detected to Issue Resolved in 3 Steps
From DevOps Engineer to Forward Deployed Engineer: the Career Path AgenticOps Just Created
How Amela Turned AWS Incidents from Hours into Minutes with CloudThinker
AI-DLC at HBLab: Faster Delivery and 24/7 Cloud Operations with CloudThinker
How an Australian Telematics Provider Automates Day-to-Day Operations with CloudThinker
Inside the FPT Cloud Evaluation: How CloudThinker Review Held the First Quality Gate
2:47 A.M. in Someone Else's Production: Inside CloudThinker's On-call AgenticOps Team
Introducing CloudThinker Optimize: From Cost Anomaly to Landed Fix, on a Daily Loop
Introducing Resolve
Your Zabbix Sees the Problem. Who Closes It?
CloudThinker × Terraform: Day-2 Operations for the Full IaC Lifecycle
Resolve over AWS PrivateLink: Monitoring Your Infrastructure Without a Public Endpoint
Meet Your Custom Agent
CloudThinker × Rollbar: Day-2 Operations for the Full Error Lifecycle
Agentic IT Operational Excellence Platform: Why a Coding Tool Can't Safely Connect to Production
Data Sovereignty for Agentic AI in Vietnam and ASEAN BFSI: A Field Guide
Build vs Buy: The 24-Month TCO of an Agentic Operations Platform
New CloudThinker Security Agent runs continuous agentic penetration testing from commit to deployment
Eager Tool Calling: How We Cut Agent Latency by 50% on Long Tool Chains
VibeOps Anywhere: CloudThinker Now on Microsoft Teams
Introducing CloudThinker Review for Azure DevOps
Generative UI in Production: Lessons from a Pydantic-to-DSL Migration
Best Practices: How to Build AI Skills That Actually Work for Your Business
Choose the Right Model, Optimize Your AI Costs
We Tried Every AI Sandbox. Then We Built Our Own.
CloudThinker's SuperPower Security Agent for Cloud
Mastering Workspace Skills: The Key to a Truly Autonomous AI Operator
Agent Memory Meets Graph: Introducing MemGraph, Long-Term Memory for AI Cloud Agents
CloudThinker Connections: How We Securely Connect to Your Infrastructure
Inside CloudThinker's Sandbox: How We Built a Secure Execution Environment for AI Agents
CloudThinker Makes GitLab Become Autonomous
Human Expert Guidance Meets Agentic AI: The Architecture for Scalable Autonomous Operations
The Death of the Traditional SDLC: Why the VibeOps Era Needs a Guardrail
The Most Expensive Model Is No Longer the Best Choice
CloudThinker and TechValley forge strategic alliance: Synergizing AI innovation with digital infrastructure
Introducing CloudThinker Incidents
What Takes Your Team Days, AI Does in Minutes
From Weeks to Hours: Building an AI-Powered Cloud Assessment Engine
CloudThinker Agentic Orchestration and Context Optimization
How Diaflow Achieved Active-Active Architecture and SOC 2 Compliance in 28 Days
Building a Multi-Account FinOps Dashboard on AWS with CloudThinker
CloudThinker Use Case: Global AWS FinOps & Cost Optimization
CloudThinker Tutorial 2025: How to set up credentials for AWS
Mastering Multi-Cloud CostOps: Why Multi-Cloud CostOps Matters
Introducing CloudThinker SlackOps: The Future of Conversational Infrastructure Management
The Kubernetes Agentic Operations Revolution: From Manual Management to Autonomous Intelligence with CloudThinker
The Database Analytics Revolution: From Manual Queries to Intelligent Insights with CloudThinker
Root Cause Analysis in Cloud Systems: The Complete Guide
How to Reduce MTTR: What Actually Moves the Number
Alert Fatigue: A Triage System That Lets On-Call Sleep
Runbook Automation: From Documents to Executable Operations
Debugging Production Incidents: A Systematic Framework
Service Dependency Mapping: Why Topology Is the Missing Layer in RCA
SonarQube Automation: 6 Quality-Gate Failure Patterns Draining Your Pipeline
SonarQube Automation with Native Tools: Quality Gates, Webhooks, and the Web API
SonarQube Automation with AI Agents: From a Debt Number Nobody Owns to a Ranked List of What to Fix
CircleCI Automation: 7 Ways Your Pipeline Burns Credits
CircleCI Automation: Build Triage with Native Tools (Insights, Config, and the v2 API)
CircleCI Automation with AI Agents: Build Triage That Ends the Rerun Reflex
Secrets Detection Automation: Why Leaked Credentials Keep Winning
How to Run Secrets Detection Automation with GitGuardian's Native Tools
Secrets Detection Automation: From Valid-Key Alert to Revoked and Rotated
PagerDuty Automation: Where On-Call Toil Hides Even When Paging Works
PagerDuty Automation with Native Tools: Event Orchestration, Incident Workflows, and Webhooks v3
PagerDuty Automation with AI Agents: From Page to Root Cause
ArgoCD Automation: 7 GitOps Drift and App-Health Failures That Go Unwatched
ArgoCD Automation With Native Tools: Sync Policies, Health Checks, and Safe Reconciliation
Automating ArgoCD GitOps with an AI Agent: From OutOfSync Noise to Safe Reconciliation
Ansible AWX Integration: 7 Failure and Waste Patterns in Job and Inventory Ops
Ansible AWX Integration: Automation Ops with AWX's Native Tools
Ansible AWX Integration with AI Agents: From Failed-Job Archaeology to Automation Ops
The Connection Value Ladder: What to Expect in the First Five Minutes, the First Week, and Every Month After
Connect a Cloud Account, See Dollar Findings in Five Minutes
Connect a Repo, Get Your First PR Review in Minutes
Connect Jira, Get a Toil Analysis Within the Hour
Connect PagerDuty, Get an Alert Noise Audit, Then Watch MTTR Fall
From Runbooks to Hours Saved: Automations That Prove Their Own Value
The Compounding Effect: Why Every New Connection Makes the Others Smarter
Prometheus Alerting: 6 Failure Modes That Bury Real Incidents
DIY Prometheus Alerting: Rules Files, Alertmanager, and promtool
Automate Prometheus Alerting with AI Agents: From Page to Root Cause
New Relic Automation: The APM Signals Actually Worth Alerting On
New Relic Alert Automation with NRQL, Workflows, and NerdGraph
New Relic Automation with AI Agents: From Alert to Root Cause
Dynatrace Integration Guide: From Davis Problems to Faster Action
Dynatrace Automation with Native Tools: The DIY Integration Guide
Dynatrace Integration with AI Agents: Automating Problem Remediation
RabbitMQ Monitoring: 6 Signals That Predict an Outage
RabbitMQ Monitoring with Native Tools: rabbitmqctl, API, Prometheus
Automating RabbitMQ Monitoring and Operations with AI Agents
Fleet Telemetry Analysis on flespi: What Breaks at Scale
Fleet Telemetry Analysis with Flespi's Native Tools: Panel, API, MQTT
Automating flespi Fleet Telemetry Analysis with AI Agents
Coralogix Integration Guide: From Alert to Investigated Answer
DIY Coralogix Integration: Alert Automation with Native Tools
Coralogix Integration with AI Agents: From Page to Root Cause
AppDynamics Health Rules: Separating Real Violations From Noise
Automating AppDynamics Health Rule Responses with Native Tools
Automating AppDynamics Health Rule Response with AI Agents
Zabbix Automation Starts With a Problem Queue You Can Trust
Zabbix Automation with Native Tools: Triggers, Actions, and the API
Zabbix Automation with AI Agents: From Problem Queue to Resolution
SigNoz Integration: The Observability Signals That Actually Matter
Automating SigNoz Alerts with Native Tools: Rules, Channels, Audits
SigNoz Integration with AI Agents: From Firing Alert to Named Cause
Rollbar Automation Starts With Triage: 5 Signals Worth a Human
Rollbar Automation with Native Tools: Deploys, RQL, Webhooks
Rollbar Automation with AI Agents: From Stack Trace to Named Commit
Better Stack Integration Guide: Where Incident Toil Still Lives
How to Automate Incident Response with Better Stack's Native Tools
Better Stack Integration: AI Agents From Alert to Root Cause
Langfuse LLM Observability: 6 Failure Modes Your Logs Won't Catch
Langfuse LLM Observability with Native Tools: Traces, Prompts, Evals
Automate Langfuse LLM Observability with CloudThinker AI Agents
Jenkins Build Failure Analysis: 6 Patterns Wasting Your CI Hours
Jenkins Build Failure Analysis Using Only Native Tools
Automated Jenkins Build Failure Analysis with CloudThinker Agents
Firebase Security Rules Audit: The Misconfigurations That Expose Your App
How to Audit Firebase Security Rules with Native Tools
Automating Firebase Security Rules Audits with an AI Agent
Cloudflare Automation Starts Here: 6 Zone Config Messes to Find First
DIY Cloudflare Automation: API Tokens, Notifications, Health Checks
Cloudflare Automation with AI Agents: From Alerts to Safe Action
Neon Postgres Performance: What Slows Serverless Postgres Down
Neon Postgres Tuning with Native Tools: Branches, Stats, and Sizing
Automating Neon Postgres Tuning with an AI Database Agent
Elasticsearch Index Management: 6 Problems Hiding in Your Cluster
Hands-On Elasticsearch Index Management with Native Tools
Automating Elasticsearch Index Management with AI Agents
Server Automation Agents: Taming the SSH Toil on Your Linux Fleet
Linux Server Automation with Native Tools: cron, systemd, SSH
A Safe Server Automation Agent Over SSH: From Inspection to Action
Vault Monitoring: The 7 Security Signals That Actually Matter
How to Audit and Monitor HashiCorp Vault with Native Tools Only
Automating Vault Monitoring and Audit with an AI Security Agent
Vercel Monitoring: 6 Failure Modes Behind a Green Deploy
How to Monitor Vercel with Native Tools (CLI, Log Drains, Rollbacks)
Automate Vercel Monitoring with AI Agents: From 500 Spike to Rollback
Keycloak Audit: 7 Misconfigurations That Quietly Expose Your SSO
Keycloak Audit with Native Tools: kcadm.sh, Events, and the Admin API
Automating Your Keycloak Audit with an AI Security Agent
Kafka Consumer Lag Explained: 6 Signals That Actually Matter
How to Triage Kafka Consumer Lag with Kafka's Native Tools
Automating Kafka Consumer Lag Response with AI Agents
Why Root Cause Analysis Takes Hours: The 3AM Dashboard Correlation Problem
Building an Incident Response Workflow with Runbooks and Native Tools
Automated Root Cause Analysis with an AI SRE Agent: From Alert to Resolution
AWS Cost Optimization: 7 Places Your Bill Is Leaking (and How to Find Them)
How to Audit Your AWS Costs with Native Tools (Cost Explorer, Trusted Advisor, Compute Optimizer)
Automating AWS Cost Optimization with an AI Agent: From Monthly Audits to Daily Savings
Kubernetes Cost Optimization: 6 Ways Your Cluster Leaks Money
A DIY Kubernetes Cost Optimization Audit with Native Tools
Automating Kubernetes Cost Optimization with an AI Agent
GCP Cost Optimization: 7 Places Your Google Cloud Bill Is Leaking
How to Audit Your GCP Costs with Native Tools (Billing Reports, Recommender, BigQuery Export)
Automating GCP Cost Optimization with an AI Agent
Azure Cost Optimization: 7 Places Your Bill Is Leaking (and How to Find Them)
How to Audit Your Azure Costs with Native Tools (Cost Management, Advisor, Azure Monitor)
Automating Azure Cost Optimization with an AI Agent
PostgreSQL Performance Tuning: The 6 Metrics That Matter
Hands-On PostgreSQL Performance Tuning with Native Tools Only
Automating PostgreSQL Performance Tuning with an AI Database Agent
MySQL Slow Query Guide: 5 Root Causes and How to Catch Each One
How to Triage MySQL Slow Queries with Native Tools Only
Automating MySQL Slow Query Triage with an AI Database Agent
MongoDB Performance: 5 Ways Fast Queries Turn Slow at Scale
MongoDB Performance Audit: The Profiler, explain, and $indexStats
Automating MongoDB Performance Tuning with an AI Database Agent
Redis Monitoring: 6 Metrics That Decide If Your Cache Is Helping
Redis Monitoring with Native Tools: A Hands-On Performance Audit
Automating Redis Monitoring with an AI Agent: From Graphs to Fixes
Datadog Automation: Fix Alert Fatigue and Monitor Sprawl First
Datadog Alert Automation with Native Tools (Monitors to Workflows)
Datadog Automation with AI Agents: From Firing Monitor to Applied Fix
Grafana Alerting Automation: Closing the Dashboards-to-Action Gap
Grafana Alerting Automation with Native Tools: A Hands-On Guide