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Aaron Guo

I build with AI and share what works.

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A project owner using AI agents inside shared team boundaries
AI Native Systems

The One-Person Project

AI coding is collapsing old handoff-heavy workflows into smaller ownership loops. The real challenge is keeping individual speed without losing team quality.

July 1, 2026
SignalDaily signals from my AI-native product research desk.
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Today's pulse  Radar found 5 high-signal items across coding-agents. Top themes: GLM-5.2 is a win for local AI; Kiro: Move beyond AI coding to agentic engineering; Cline - AI Coding, Open Source and Uncompromised.

A personal AI operating system running from a phone inside a car on the road to California
Personal Operating SystemJune 20, 2026

I Gave Codex a Task From a Moving Tesla

Over two months, Claude Code and Codex changed AI from a coding assistant into a personal operating system: one that routes intent, runs workflows, and learns from the work.

A human operator supervising multiple AI work streams from a control room
AI Native SystemsJune 15, 2026

Fable 5 Changed the Unit of AI Work

Fable 5 showed that AI work is shifting from prompt-response loops to long-running agent runs, making operating contracts the next scarce AI-native skill.

A retro editorial illustration of a compass, market map, and AI prompt box pointing toward a strategic horizon
Business StrategyJune 8, 2026

In the Age of AI, Look Up at the Stars

In the age of AI, looking up at the stars means strategic altitude: the judgment, customer context, and direction that make AI useful.

Watch & Listen

AI Native Builder

AI Native Builder

AI learning journey and podcast companion to my blog posts.

Aaron - Drum

Aaron - Drum

Drum covers, practice sessions, and life sharing from years of drumming.

Visual And Sound

Visual And Sound

Experimental AI-generated video project with automated channel operations.

A person surrounded by glowing signal streams, representing intentional information filtering

I Engineered the Law of Attraction with AI

March 8, 2026
Ming the apprentice chef faces a wall of 4,192 judgment dials in a Japanese omakase kitchen

No Magic: How ChatGPT Actually Works, Explained in One Kitchen

March 1, 2026
Blueprint architecture diagram of Anthropic's financial AI stack — Claude and Skills at top, four specialist modules in the middle, 11 institutional data connectors at the bottom

Anthropic Just Handed Finance Teams a Complete AI Stack. I Ran It on Real Work — Here's What I Found.

February 26, 2026
Process over Goals — the operating system behind Chamath's 30 years of business advice

I Chased Goals for 15 Years. Chamath Showed Me What I Got Wrong.

February 23, 2026
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