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How to Build Advanced Generative AI Agents

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How to Build Advanced Generative AI Agents

How to Build Advanced Generative AI Agents

The tools, frameworks, and protocols we use to build AI agents, agentic workflows, and intelligent applications. This is an opinionated, incomplete, imperfect, subject to change, vibe based, list of tools and services we use at Generative to build both customer facing applications and internal agents. We have no perfec

Alton Wells
Alton Wells
Apr 17, 2026
The Compression Thesis: A Theory of Mind in the Age of AI

The Compression Thesis: A Theory of Mind in the Age of AI

A theoretical investigation into what artificial intelligence reveals about the nature of mind itself. Drawing on information theory, thermodynamics, and philosophy of mind, this essay argues that intelligence is substrate-independent compression, that understanding is prediction, and that consciousness may be self-mod

Stan Sedberry
Stan Sedberry
Mar 28, 2026
Build on what won't change: an AI startup strategy thesis

Build on what won't change: an AI startup strategy thesis

The most successful AI companies of 2025–2026 aren't winning on model intelligence. They're winning on product, integrations, and infrastructure. This analysis examines why founders who build on durable human needs compound value while those who bet on model capabilities get disrupted.

Stan Sedberry
Stan Sedberry
Mar 27, 2026
Mastra AI: The Complete Guide to the TypeScript Agent Framework (2026)

Mastra AI: The Complete Guide to the TypeScript Agent Framework (2026)

If you've spent any time building AI applications in JavaScript or TypeScript, you've probably felt the friction. Most of the serious AI tooling lives in the Python ecosystem, and the TypeScript options have historically been either ports of Python libraries or thin wrappers that leave you wiring together a dozen packa

Stan Sedberry
Stan Sedberry
Mar 24, 2026