Cloud Cost TCO Calculator
Project your 3-year cloud total cost of ownership with RI coverage and idle waste assumptions. See where the real money leaks.
Open calculator →Kubernetes Rightsizing Calculator
Estimate monthly and annual savings from rightsizing your cluster toward a 65% utilization sweet spot. Bring numbers to the next infra review.
Open calculator →DevOps ROI Calculator
Quantify engineer hours lost to deploys and incidents, then compare against an automation investment. Payback in months, not marketing slides.
Open calculator →Cloud Carbon Footprint Estimator
Estimate annual tonnes of CO2e from your compute spend by region. See what moving workloads to the greenest region would save.
Open calculator →VibeCheck AI — Compliance Scorecard
20-question scorecard covering ISO 42001, EU AI Act, and NIST AI RMF. Scores your AI governance across 6 domains and shows the top gaps to fix first.
Start scorecard →DevOps Maturity Self-Assessment
Answer 15 questions across CI/CD, IaC, observability, security, and reliability — get a scored report with concrete next steps.
Take assessment →ISO 42001 Implementation Runbook
Gap analysis, controls mapping, and technical implementation guide for ISO/IEC 42001 (AI Management System). Includes Terraform skeleton and CI/CD templates for model governance.
EU AI Act Technical Readiness Checklist
Engineering-focused readiness for EU AI Act (enforcement Aug 2026): risk classification, data governance, logging, human oversight, and post-market monitoring — with code patterns, not legalese.
LLM Security & Red-Team Checklist
OWASP LLM Top 10 translated into concrete tests: prompt injection, training data poisoning, insecure plugins, excessive agency. Includes fuzzing scripts and red-team scenarios.
AI Model Cards & Data Provenance
Notion template for documenting models per ISO 42001 and EU AI Act transparency requirements. Intended use, training data, bias evaluation, human oversight — all in one place.
AI Coding Assistant Governance Template
Enterprise policy for Cursor, Copilot, and Claude Code. SBOM, attestation, secrets handling, and IP exposure covered.
MCP Server Implementation Guide
Model Context Protocol server architecture, auth, observability, and common pitfalls. Build production-grade MCP integrations.
LLM Gateway Architecture Blueprint
Portkey, Langfuse, and Helicone patterns for rate limiting, routing, cost control, and fallback chains across multiple providers.
Agentic Workflow Orchestration Playbook
Temporal plus LangGraph reliability patterns. Retries, compensation, and durable state for long-running agent workflows.
Supply Chain Security Starter (SLSA Level 3)
Container signing with Cosign, SBOM generation with Syft, in-toto attestation, and Sigstore integration. Reach SLSA Level 3 in weeks.
Container Image Hardening Checklist
CIS benchmark applied in practice. Distroless base images, non-root users, capability dropping, and read-only filesystems.
Zero Trust Network Blueprint
Practical implementation, not a slide deck. Service mesh, mTLS, and identity-aware proxy wired together for real zero trust.
Secrets Rotation Playbook
Vault, AWS Secrets Manager, and GCP Secret Manager rotation schedules with automation scripts. No more 3am rotations.
SOC 2 Type II Readiness Audit
Self-assessment for engineering teams preparing for their first SOC 2 audit. Maps controls to evidence and concrete tooling.
Golden Path Template Repo
A complete monorepo with CI/CD, Terraform, Helm, and observability preconfigured. Fork it, rename it, ship in five minutes.
Backstage Implementation Guide
Internal developer portal setup, plugin ecosystem tour, and the anti-patterns that sink most Backstage rollouts.
DevContainers Starter Kit
Reproducible local dev environments with VS Code devcontainers and Docker Compose. Onboard new engineers in minutes, not days.
Production Terraform Module Library
Battle-tested Terraform modules for VPC, EKS, RDS, IAM, and VPN. Opinionated defaults, multi-env structure, and tfvars examples — drop-in for new AWS projects.
GitOps Migration Guide
Step-by-step migration from imperative pipelines (Jenkins) to declarative GitOps with ArgoCD or Flux. Includes Terraform skeletons.
Production Kubernetes Readiness Checklist
60 checks across security, observability, networking, autoscaling, and disaster recovery — the same list we run before signing off on a launch.
Kubernetes Upgrade Runbook
Upgrade production Kubernetes clusters without downtime on EKS, AKS, and GKE. Pre-flight checks, rollback, and validation.
Observability Stack Blueprint
Reference architecture for Prometheus, Grafana, Loki, and Tempo. Includes dashboards, alert rules, SLO templates, and a cost sheet.
SLO & Error Budget Template Library
Twenty ready-to-use SLO definitions for APIs, databases, queues, and ML services. Drop them into Datadog, Grafana, or Sloth.
On-Call Engineer Handbook
A no-BS handbook for running on-call rotations: escalation matrices, shadow shifts, postmortem template, and a burnout prevention checklist.
Incident Response Runbook Template
Battle-tested incident response runbook with severity definitions, escalation matrix, blameless postmortem template, and oncall rotation rules.
Zero-Downtime Database Migration Playbook
Postgres logical replication, Aurora Blue/Green, pg_repack, and RDS blue/green walkthroughs. Cutover scripts included.
AWS Cost Reduction Playbook
Twelve patterns we use to cut cloud bills 30–60% without touching the application — Reserved Instances, Savings Plans, Spot, rightsizing.
Migrating off Heroku Playbook
Move from Heroku to Render, Railway, or EKS without downtime. DNS cutover, database migration, and CI/CD rewiring — end to end.
Cloud Migration Readiness Kit
Readiness checklist, TCO calculator in Excel, and decision tree for when NOT to migrate. Built for pre-migration assessments.
Startup to Series B Infrastructure Roadmap
What infra work matters at each funding stage. Pre-seed to Series B, what to build, what to defer, when to hire.
First DevOps Hire Handbook
30/60/90-day onboarding plan, hiring scorecard, and interview bank for your first SRE/DevOps engineer at Series A. Copy, fork, ship.
VP Engineering DevOps Metrics Playbook
DORA plus SPACE, explained for leaders. What to measure, dashboards to build, and how to avoid vanity metrics.
Architecture Decision Records (ADR) System
Notion template for tracking architectural decisions, trade-offs, and reversibility — used by 100+ engineering teams.