Resources & Learning
Curated collection of books, papers, tools, standards, and learning paths for multi-agent AI, cloud architecture, security, and production systems.
📚 Recommended Reading
Books
Ultimate Go
Comprehensive guide to idiomatic Go programming, design philosophy, and production patterns. (By Bill Kennedy / Ardan Labs)
Ardan Labs →
Designing Data-Intensive Applications
Essential reference for distributed systems, databases, replication, consensus, and fault tolerance. (By Martin Kleppmann)
O'Reilly →
The Phoenix Project
DevOps, lean manufacturing applied to software, and systems thinking in practice.
IT Revolution →
Building Microservices
Service boundaries, deployment strategies, and distributed system trade-offs. (By Sam Newman)
Sam Newman →
Papers & Specifications
Microsoft Agent Framework (MARA) Reference Architecture
Multi-agent orchestration patterns, tool governance, and production deployment on cloud.
Microsoft Learn →
The Path to Medical Superintelligence (MAI-DxO)
Research paper on multi-agent AI for diagnostic reasoning in healthcare.
Microsoft Research →
RBI FREE-AI Guidelines
Financial regulator's AI governance framework for Indian financial institutions.
Reserve Bank of India →
OWASP AI Security Guide
Threat modeling, defense-in-depth, and security best practices for AI systems.
OWASP →
Google Cloud Next 2022 Talk
Spanner migration strategies, performance tuning, and zero-downtime deployments.
Google Drive →
🛠️ Tools & Standards
Core Infrastructure
Ollama
Local LLM inference engine. Zero API cost development, MARA provider abstraction.
ollama.ai →
Kubernetes
Container orchestration, multi-agent workload scaling, production reliability.
Kubernetes →
PostgreSQL
ACID-compliant relational DB, RLS for HIPAA, JSON support, Postgres-specific extensions.
PostgreSQL →
Governance & Policy
OPA / Conftest
Policy-as-code for agent governance, compliance checks, and Rego-based policy enforcement.
OPA →
OPAL (Open Policy Administration Layer)
Real-time policy distribution and live policy CD for compliance and audit.
OPAL →
OpenTelemetry
Vendor-neutral observability standards (tracing, metrics, logs) across multi-agent systems.
OpenTelemetry →
Jaeger & Prometheus
Distributed tracing (Jaeger) and metrics collection (Prometheus) for observability.
Jaeger →
Healthcare & Compliance Standards
FHIR R4 (Fast Healthcare Interoperability Resources)
RESTful healthcare data standard for EHR interoperability and medical AI systems.
HL7 FHIR →
HL7 v2 Messaging
Legacy clinical messaging standard for hospital integrations and lab results.
HL7 →
HIPAA (Health Insurance Portability & Accountability Act)
US privacy and security regulation for protected health information (PHI).
HHS HIPAA →
21st Century Cures Act §3060
Clinical decision support regulation requiring human-in-the-loop AI design.
Congress.gov →
PCI-DSS (Payment Card Industry)
Security standard for payment processing and financial transaction systems.
PCI Security Standards →
Cloud Platforms & Services
Google Cloud Platform (GCP)
BigQuery, Cloud Spanner, Dataflow, Datastream, Cloud Run. Reference for large-scale system design.
Google Cloud →
Microsoft Azure
AI Foundry, App Insights, Azure OpenAI, production agent deployment targets.
Microsoft Learn →
🎓 Learning Paths
Multi-Agent AI on Microsoft MARA
From Google ADK to production MARA systems. 8-post series covering orchestration patterns, tool governance, provider abstraction, and deployment.
Read the series →Agentic AI Security in Production
Multi-agent governance, tool approval workflows, HITL enforcement, compliance audit trails, and DLP policy enforcement with OPA.
Explore security patterns →Cloud Database Architecture
BigQuery cost optimization (FinOps), Cloud Spanner migration patterns, CDC pipelines, and performance tuning for scale.
Read on BigQuery →Healthcare Systems Design
FHIR/HL7v2 integration, HIPAA compliance as code, diagnostic agent panels, and regulatory compliance (Cures Act §3060).
Read on healthcare →High-Throughput System Design
Kubernetes orchestration, event streaming (Kafka, Pub/Sub), fault tolerance, and production observability patterns.
Read on architecture →🌍 Communities & Organizations
Technical Communities
Cloud Native Computing Foundation (CNCF)
Kubernetes, OpenTelemetry, and cloud-native standards community.
CNCF →
Healthcare IT Community
HL7, HIMSS, medical informatics practitioners, and health data standards.
HL7 →
Learning Platforms
Google Cloud Architecture Center
Reference architectures, best practices, and design patterns for large-scale systems.
GCP Architecture →
Microsoft Learn
Azure documentation, agent frameworks, and cloud architecture guides.
Microsoft Learn →