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Series: ai agents

8 parts in this series

Part 009

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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Part 007

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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Part 006

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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Part 005

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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Part 004

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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Part 003

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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Part 002

The Hidden Cost of AI Coding Assistants: What Anthropic's Research Reveals

January 30, 2026 • Divya van Mahajan
The Hidden Cost of AI Coding Assistants: What Anthropic's Research Reveals

Anthropic's study found that AI assistance hinders skill development for developers learning new technologies.

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Part 001

Building This Blog with Antigravity

January 19, 2026 • Divya van Mahajan
Building This Blog with Antigravity

A behind-the-scenes look at how this blog was architected and built.

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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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