Divya van Mahajan

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Category: AI

Accelerating Enterprise Architecture with Knowledge Graphs and LLMs

April 12, 2026 • Divya van Mahajan
Accelerating Enterprise Architecture with Knowledge Graphs and LLMs

Discover how combining SAP LeanIX, Neo4j, and LLMs can revolutionize Enterprise Architecture by enabling AI-driven architectural reasoning.

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Building Data Agents at Hex: From Text-to-SQL to Multi-Agent Systems

April 12, 2026 • Divya van Mahajan
Building Data Agents at Hex: From Text-to-SQL to Multi-Agent Systems

My learnings from the Max Agency podcast with Izzy Miller—how Hex evolved from single-shot SQL to a full multi-agent notebook platform, and what it took to get there.

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Connecting Neo4j to AI Agents with MCP

April 12, 2026 • Divya van Mahajan
Connecting Neo4j to AI Agents with MCP

Learn how to use the Model Context Protocol (MCP) to connect your Neo4j Enterprise Architecture Knowledge Graph to AI agents like Copilot or Claude.

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Evaluating Long-Horizon Agent Performance: The Reality of Autonomous Business

April 12, 2026 • Divya van Mahajan
Evaluating Long-Horizon Agent Performance: The Reality of Autonomous Business

An exploration of long-horizon AI evaluations like Vending-Bench 2, demonstrating where modern LLMs thrive and break down over year-long operations.

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Building the Integration: Extracting LeanIX to Neo4j

April 12, 2026 • Divya van Mahajan
Building the Integration: Extracting LeanIX to Neo4j

A deep dive into extracting LeanIX data and modeling it into a Neo4j Knowledge Graph using dvm-leanix and idempotent Cypher load scripts.

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Pi: The Minimal Coding Agent & Master of Mischief

March 14, 2026 • Divya van Mahajan
Pi: The Minimal Coding Agent & Master of Mischief

Exploring Pi-mono, a minimalistic coding agent, and pi-mom, a self-managing Slack bot that writes its own tools.

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Spec Engineering and Harness Engineering: The Future of AI-Native Development

March 10, 2026 • Divya van Mahajan
Spec Engineering and Harness Engineering: The Future of AI-Native Development

From 'vibe coding' to structured spec engineering and harness engineering as the foundation for building with AI agents.

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AI Adoption in Software Development Teams

February 13, 2026 • Divya van Mahajan
AI Adoption in Software Development Teams

Exploring the impact of AI coding tools on developer practices and the risk of accumulating AI legacy code.

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The AI Observability Blueprint: Persona and PRD

February 13, 2026 • Divya van Mahajan
The AI Observability Blueprint: Persona and PRD

A deep dive into the 'Head of AI Observability' persona and a product requirements document for an agent governance platform.

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Risks of shadow AI agents and the silent rise of automation debt

February 13, 2026 • Divya van Mahajan
Risks of shadow AI agents and the silent rise of automation debt

Shadow AI agents - can the business function if a given agent stopped working? The new automation debt.

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AI Agent Trust and Observability

January 31, 2026 • Divya van Mahajan
AI Agent Trust and Observability

Exploring the challenges of monitoring AI agents at scale and the need for a unified observability and governance platform.

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Recent Posts

  • Accelerating Enterprise Architecture with Knowledge Graphs and LLMs Apr 12, 2026
  • Building Data Agents at Hex: From Text-to-SQL to Multi-Agent Systems Apr 12, 2026
  • Evaluating Long-Horizon Agent Performance: The Reality of Autonomous Business Apr 12, 2026
  • Pi: The Minimal Coding Agent & Master of Mischief Mar 14, 2026
  • Spec Engineering and Harness Engineering: The Future of AI-Native Development Mar 10, 2026

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