17. Seventeen Parts Later: Lessons From Building an Agentic Data Platform
📌 TL;DR Seventeen articles. Seventeen components. One platform that generates, governs, and serves financial data through a network of coordinated AI agents. This final article reflects on…
16. Proactive Intelligence: Building Alert Systems That Think Ahead
Series: Building an Agentic Data Platform | Part 16 of 17Reading time: ⏳ ~12 minutesTags: 🏷️ alerting alert engine notification system escalation policy Prometheus AlertManager data quality…
12. The Intelligence Layer: Multi-Agent Orchestration with LangGraph
Series: Building an Agentic Data Platform | Part 12 of 17Reading time: ⏳ ~14 minutesTags: 🏷️ LangGraph multi-agent orchestration A2A protocol LLM provider abstraction stateful agents agent…
11. Zero-Trust Data Governance: Security Architecture for Agentic Platforms
Series: Building an Agentic Data Platform | Part 11 of 17Reading time: ⏳ ~14 minutesTags: 🏷️ zero-trust security data governance GDPR SOX OWASP ISO 27001 encryption agent…
10 Testing the Untestable: Strategies for Agentic System Validation
Series: Building an Agentic Data Platform | Part 10 of 17Reading time: ⏳ ~12 minutes 📌 TL;DR Testing agentic systems requires a fundamentally different approach from testing…
9. Production-Grade Deployment: Kubernetes, Terraform, and Autonomous Scaling
Series: Building an Agentic Data Platform | Part 9 of 17Reading time: ⏳ ~13 minutesTags: 🏷️ Kubernetes Terraform deployment scaling Docker HPA infrastructure as code 12-Factor App…
8. Documentation as Code: Making Your Agentic Platform Self-Describing
Series: Building an Agentic Data Platform | Part 8 of 17Reading time: ⏳ ~12 minutesTags: 🏷️ documentation as code architecture decision records docstrings OpenMetadata living documentation agentic…
7 Real-Time Intelligence: Kafka Streaming and Event-Driven Agent Triggers
Series: Building an Agentic Data Platform | Part 7 of 17Reading time: ⏳ ~12 minutesTags: 🏷️ Kafka event streaming real-time data CDC change data capture event-driven agents…
6 Governing with Intelligence: OPA Policies and Agent-Driven Compliance
Series: Building an Agentic Data Platform | Part 6 of 17Reading time: ⏳ ~10 minutes 📌 TL;DR Governance is layered: OPA enforces data rules; middleware applies consistent…
5 Building the Engine: Core ETL Stages with Agent Instrumentation
Series: Building an Agentic Data Platform | Part 5 of 17Reading time: ⏳ ~13 minutesTags: 🏷️ ETL stages data ingestion PII scrubbing audit logging pipeline instrumentation PostgreSQL…