Resources

Architecture patterns, playbooks, and checklists for infrastructure transformation and intelligent data systems.

Guides & Playbooks

Cloud • 20 min read

16-Week Velocity Playbook

Proven playbook to transform infrastructure velocity. Cut deployment cycles from weeks to hours. Enable product velocity that wins competitive deals. Pattern-based approach from companies that achieved $30M+ exits.

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Architecture Patterns

RAG/AI • 12 min read

Hierarchical RAG Pattern

Reference architecture for hierarchical RAG systems that preserve narrative context while enabling precise semantic retrieval. Battle-tested pattern from content monetization platforms.

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Checklists

Cloud • 15 min read

AWS DevOps Checklist

Production-ready checklist for AWS DevOps consultant projects. Build EKS platform, implement GitOps automation, and deploy CI/CD pipelines. Battle-tested patterns from companies that achieved $30M+ exits.

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Cloud • 20 min read

Cloud Security Checklist

Production-ready checklist for cloud security consultant projects. Implement AWS security best practices, IAM policies, network security, and encryption. Battle-tested patterns from companies that achieved IPO readiness and M&A success.

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Cloud • 18 min read

Data Migration Checklist

Production-ready checklist for data migration consultant projects. Migrate databases to AWS RDS with zero downtime using replication and cutover strategies. Battle-tested patterns from companies that achieved $30M+ exits.

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Cloud • 8 min read

FinOps Checklist for IPO Readiness

Proven checklist to optimize cloud infrastructure costs for IPO readiness. Infrastructure efficiency metrics that investors value. Battle-tested from NielsenIQ's successful public market debut.

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