AppDynamics
- 01The problemAppDynamics Health Rules: Separating Real Violations From Noise
- 02Native toolsAutomating AppDynamics Health Rule Responses with Native Tools
- 03With CloudThinkerAutomating AppDynamics Health Rule Response with AI Agents
Guides for the stack you already run
Every tool guide comes in three parts: where things break, how far the tool's own features take you, and where an investigation agent takes over. Commands and configs included.
By tool
Observability and alerting
Coralogix
- 01The problemCoralogix Integration Guide: From Alert to Investigated Answer
- 02Native toolsDIY Coralogix Integration: Alert Automation with Native Tools
- 03With CloudThinkerCoralogix Integration with AI Agents: From Page to Root Cause
Datadog
- 01The problemDatadog Automation: Fix Alert Fatigue and Monitor Sprawl First
- 02Native toolsDatadog Alert Automation with Native Tools (Monitors to Workflows)
- 03With CloudThinkerDatadog Automation with AI Agents: From Firing Monitor to Applied Fix
Dynatrace
- 01The problemDynatrace Integration Guide: From Davis Problems to Faster Action
- 02Native toolsDynatrace Automation with Native Tools: The DIY Integration Guide
- 03With CloudThinkerDynatrace Integration with AI Agents: Automating Problem Remediation
Grafana
- 01The problemGrafana Alerting Automation: Closing the Dashboards-to-Action Gap
- 02Native toolsGrafana Alerting Automation with Native Tools: A Hands-On Guide
- 03With CloudThinkerGrafana Alerting Automation: AI Agents That Investigate Firing Alerts
Langfuse
New Relic
- 01The problemNew Relic Automation: The APM Signals Actually Worth Alerting On
- 02Native toolsNew Relic Alert Automation with NRQL, Workflows, and NerdGraph
- 03With CloudThinkerNew Relic Automation with AI Agents: From Alert to Root Cause
Prometheus
- 01The problemPrometheus Alerting: 6 Failure Modes That Bury Real Incidents
- 02Native toolsDIY Prometheus Alerting: Rules Files, Alertmanager, and promtool
- 03With CloudThinkerAutomate Prometheus Alerting with AI Agents: From Page to Root Cause
SigNoz
- 01The problemSigNoz Integration: The Observability Signals That Actually Matter
- 02Native toolsAutomating SigNoz Alerts with Native Tools: Rules, Channels, Audits
- 03With CloudThinkerSigNoz Integration with AI Agents: From Firing Alert to Named Cause
Zabbix
- 01The problemZabbix Automation Starts With a Problem Queue You Can Trust
- 02Native toolsZabbix Automation with Native Tools: Triggers, Actions, and the API
- 03With CloudThinkerZabbix Automation with AI Agents: From Problem Queue to Resolution
Incidents, errors and telemetry
Better Stack
- 01The problemBetter Stack Integration Guide: Where Incident Toil Still Lives
- 02Native toolsHow to Automate Incident Response with Better Stack's Native Tools
- 03With CloudThinkerBetter Stack Integration: AI Agents From Alert to Root Cause
flespi
PagerDuty
- 01The problemPagerDuty Automation: Where On-Call Toil Hides Even When Paging Works
- 02Native toolsPagerDuty Automation with Native Tools: Event Orchestration, Incident Workflows, and Webhooks v3
- 03With CloudThinkerPagerDuty Automation with AI Agents: From Page to Root Cause
Rollbar
Databases and streaming
Elasticsearch
- 01The problemElasticsearch Index Management: 6 Problems Hiding in Your Cluster
- 02Native toolsHands-On Elasticsearch Index Management with Native Tools
- 03With CloudThinkerAutomating Elasticsearch Index Management with AI Agents
Kafka
- 01The problemKafka Consumer Lag Explained: 6 Signals That Actually Matter
- 02Native toolsHow to Triage Kafka Consumer Lag with Kafka's Native Tools
- 03With CloudThinkerAutomating Kafka Consumer Lag Response with AI Agents
MongoDB
- 01The problemMongoDB Performance: 5 Ways Fast Queries Turn Slow at Scale
- 02Native toolsMongoDB Performance Audit: The Profiler, explain, and $indexStats
- 03With CloudThinkerAutomating MongoDB Performance Tuning with an AI Database Agent
MySQL
- 01The problemMySQL Slow Query Guide: 5 Root Causes and How to Catch Each One
- 02Native toolsHow to Triage MySQL Slow Queries with Native Tools Only
- 03With CloudThinkerAutomating MySQL Slow Query Triage with an AI Database Agent
Neon
- 01The problemNeon Postgres Performance: What Slows Serverless Postgres Down
- 02Native toolsNeon Postgres Tuning with Native Tools: Branches, Stats, and Sizing
- 03With CloudThinkerAutomating Neon Postgres Tuning with an AI Database Agent
PostgreSQL
- 01The problemPostgreSQL Performance Tuning: The 6 Metrics That Matter
- 02Native toolsHands-On PostgreSQL Performance Tuning with Native Tools Only
- 03With CloudThinkerAutomating PostgreSQL Performance Tuning with an AI Database Agent
RabbitMQ
- 01The problemRabbitMQ Monitoring: 6 Signals That Predict an Outage
- 02Native toolsRabbitMQ Monitoring with Native Tools: rabbitmqctl, API, Prometheus
- 03With CloudThinkerAutomating RabbitMQ Monitoring and Operations with AI Agents
Redis
- 01The problemRedis Monitoring: 6 Metrics That Decide If Your Cache Is Helping
- 02Native toolsRedis Monitoring with Native Tools: A Hands-On Performance Audit
- 03With CloudThinkerAutomating Redis Monitoring with an AI Agent: From Graphs to Fixes
Delivery and infrastructure
Ansible AWX
- 01The problemAnsible AWX Integration: 7 Failure and Waste Patterns in Job and Inventory Ops
- 02Native toolsAnsible AWX Integration: Automation Ops with AWX's Native Tools
- 03With CloudThinkerAnsible AWX Integration with AI Agents: From Failed-Job Archaeology to Automation Ops
Argo CD
- 01The problemArgoCD Automation: 7 GitOps Drift and App-Health Failures That Go Unwatched
- 02Native toolsArgoCD Automation With Native Tools: Sync Policies, Health Checks, and Safe Reconciliation
- 03With CloudThinkerAutomating ArgoCD GitOps with an AI Agent: From OutOfSync Noise to Safe Reconciliation
CircleCI
- 01The problemCircleCI Automation: 7 Ways Your Pipeline Burns Credits
- 02Native toolsCircleCI Automation: Build Triage with Native Tools (Insights, Config, and the v2 API)
- 03With CloudThinkerCircleCI Automation with AI Agents: Build Triage That Ends the Rerun Reflex
Cloudflare
- 01The problemCloudflare Automation Starts Here: 6 Zone Config Messes to Find First
- 02Native toolsDIY Cloudflare Automation: API Tokens, Notifications, Health Checks
- 03With CloudThinkerCloudflare Automation with AI Agents: From Alerts to Safe Action
Jenkins
- 01The problemJenkins Build Failure Analysis: 6 Patterns Wasting Your CI Hours
- 02Native toolsJenkins Build Failure Analysis Using Only Native Tools
- 03With CloudThinkerAutomated Jenkins Build Failure Analysis with CloudThinker Agents
Linux over SSH
Vercel
- 01The problemVercel Monitoring: 6 Failure Modes Behind a Green Deploy
- 02Native toolsHow to Monitor Vercel with Native Tools (CLI, Log Drains, Rollbacks)
- 03With CloudThinkerAutomate Vercel Monitoring with AI Agents: From 500 Spike to Rollback
Cloud cost
AWS
- 01The problemAWS Cost Optimization: 7 Places Your Bill Is Leaking
- 02Native toolsHow to Audit Your AWS Costs with Native Tools
- 03With CloudThinkerAutomating AWS Cost Optimization with an AI Agent
Azure
- 01The problemAzure Cost Optimization: 7 Places Your Bill Is Leaking (and How to Find Them)
- 02Native toolsHow to Audit Your Azure Costs with Native Tools (Cost Management, Advisor, Azure Monitor)
- 03With CloudThinkerAutomating Azure Cost Optimization with an AI Agent
Google Cloud
- 01The problemGCP Cost Optimization: 7 Places Your Google Cloud Bill Is Leaking
- 02Native toolsHow to Audit Your GCP Costs with Native Tools (Billing Reports, Recommender, BigQuery Export)
- 03With CloudThinkerAutomating GCP Cost Optimization with an AI Agent
Kubernetes
- 01The problemKubernetes Cost Optimization: 6 Ways Your Cluster Leaks Money
- 02Native toolsA DIY Kubernetes Cost Optimization Audit with Native Tools
- 03With CloudThinkerAutomating Kubernetes Cost Optimization with an AI Agent
Security and secrets
Firebase
GitGuardian
HashiCorp Vault
- 01The problemVault Monitoring: The 7 Security Signals That Actually Matter
- 02Native toolsHow to Audit and Monitor HashiCorp Vault with Native Tools Only
- 03With CloudThinkerAutomating Vault Monitoring and Audit with an AI Security Agent
Keycloak
- 01The problemKeycloak Audit: 7 Misconfigurations That Quietly Expose Your SSO
- 02Native toolsKeycloak Audit with Native Tools: kcadm.sh, Events, and the Admin API
- 03With CloudThinkerAutomating Your Keycloak Audit with an AI Security Agent
Code quality
SonarQube
- 01The problemSonarQube Automation: 6 Quality-Gate Failure Patterns Draining Your Pipeline
- 02Native toolsSonarQube Automation with Native Tools: Quality Gates, Webhooks, and the Web API
- 03With CloudThinkerSonarQube Automation with AI Agents: From a Debt Number Nobody Owns to a Ranked List of What to Fix
How-tos and deep dives, by product
Resolve
See the product- Inside an Investigation: Hypotheses, Read-Only Subagents and a Verdict
- Detect, Analyze, Resolve, Validate: Why Validation Is Its Own Stage
- Model-Agnostic by Design: How We Choose a Model With Benchmarks
- Your Best Engineers Should Be Building the Future
- CloudThinker × Rollbar: From Error Detected to Issue Resolved in 3 Steps
- Introducing Resolve
- Your Zabbix Sees the Problem. Who Closes It?
- Investigation Anywhere: CloudThinker Now on Microsoft Teams
- The Most Expensive Model Is No Longer the Best Choice
- Introducing CloudThinker Incidents (Now Resolve)
- Introducing CloudThinker in Slack: 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
- How to Reduce MTTR: What Actually Moves the Number
- Alert Fatigue: A Triage System That Lets On-Call Sleep
- Debugging Production Incidents: A Systematic Framework
- Service Dependency Mapping: Why Topology Is the Missing Layer in RCA
- Connect PagerDuty, Get an Alert Noise Audit, Then Watch MTTR Fall
- Building an Incident Response Workflow with Runbooks and Native Tools
- Automated Root Cause Analysis with an AI SRE Agent: From Alert to Resolution
Review
See the productCyber
See the productOptimize
See the product- Introducing CloudThinker Optimize: From Cost Anomaly to Approved Fix
- From Weeks to Hours: Building an AI-Powered Cloud Assessment Engine
- Building a Multi-Account FinOps Dashboard on AWS with CloudThinker
- CloudThinker Use Case: Global AWS FinOps & Cost Optimization
- Mastering Multi-Cloud Cost Optimization: Why It Matters
- Connect a Cloud Account, See Dollar Findings in Five Minutes
Customize
See the product- Your Model, Your Key: BYOK and Model Choice
- Where Agents Live: Slack, Teams, Google Chat and the CLI
- From DevOps Engineer to Forward Deployed Engineer: the Career Path AI Agents Just Created
- Meet Your Custom Agent
- Choose the Right Model, Optimize Your AI Costs
- Mastering Workspace Skills: The Key to a Truly Autonomous AI Operator
- Human Expert Guidance Meets Agentic AI: The Architecture for Scalable Autonomous Operations
- Runbook Automation: From Documents to Executable Operations
- Connect Jira, Get a Toil Analysis Within the Hour
- From Runbooks to Hours Saved: Automations That Prove Their Own Value
The platform
See the product- A Receipt for Every Action: Audit Logs for AI Agents
- Connections: One Integration Layer, Scoped by Design
- Working with Agents, Role by Role: A New Practical Guide
- Unifying Your Production Operations Stack with CloudThinker
- Build vs Buy: The 24-Month TCO of an Agentic Operations Platform
- Eager Tool Calling: How We Cut Agent Latency by 50% on Long Tool Chains
- Generative UI in Production: Lessons from a Pydantic-to-DSL Migration
- We Tried Every AI Sandbox. Then We Built Our Own.
- Agent Memory Meets Graph: Introducing MemGraph, Long-Term Memory for AI Cloud Agents
- CloudThinker Connections: How We Securely Connect to Your Infrastructure
- CloudThinker and TechValley forge strategic alliance: Synergizing AI innovation with digital infrastructure
- CloudThinker Agentic Orchestration and Context Optimization
- CloudThinker Tutorial 2025: How to set up credentials for AWS
- The Connection Value Ladder: What to Expect in the First Five Minutes, the First Week, and Every Month After
- The Compounding Effect: Why Every New Connection Makes the Others Smarter