3. The 57-Gap Audit — What “Done” Actually Means in Production AI
TL;DR After weeks of building a multi-agent AI platform — five agents, full pipeline, red-team harness, control UI — the system looked done. It wasn’t. A config…
2. The Engineering Platform: Orchestration, Monorepo, and the Stack Decisions
TL;DR Once you decide to build a multi-agent AI system, you face three engineering choices that will determine whether the platform is governable or just functional: what…
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…
15. Trust Through Traceability: Advanced Validation and OpenLineage Integration
Series: Building an Agentic Data Platform | Part 15 of 17Reading time: ⏳ ~13 minutesTags: 🏷️ data validation OpenLineage data lineage FAIR data principles GDPR auditability schema…
14. The Command Center: Building an Internal MCP Server for Agent Coordination
Series: Building an Agentic Data Platform | Part 14 of 17Reading time: ⏳ ~12 minutesTags: 🏷️ MCP server Model Context Protocol tool registry agent coordination FastAPI OPA…
13. Breaking to Protect: Red Teaming Agentic Data Systems
Series: Building an Agentic Data Platform | Part 13 of 17Reading time: ⏳ ~12 minutesTags: 🏷️ red teaming adversarial testing prompt injection model poisoning NIST AI RMF…
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…