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Qingfeng

Building in public with local AI agents. I hand my workday to an agent that runs on my own machine - screen, shell, browser, phone over ADB. https://agent-home.ai

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The Two Lists I Keep for an Agent That Runs Unattended

The Two Lists I Keep for an Agent That Runs Unattended

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The Hardest Part of a Local Agent Is Deciding When to Stop

The Hardest Part of a Local Agent Is Deciding When to Stop

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A Script and a Task Are Not the Same Thing

A Script and a Task Are Not the Same Thing

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I Read My Agent's Log Backwards, and the Bug Was in Line Two

I Read My Agent's Log Backwards, and the Bug Was in Line Two

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What I Automate First in a New Project, and Why It Is Never the Important Part

What I Automate First in a New Project, and Why It Is Never the Important Part

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Letting the Agent Touch the Browser Changed My Task List

Letting the Agent Touch the Browser Changed My Task List

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The Twenty Minute Review That Keeps My Agent Honest

The Twenty Minute Review That Keeps My Agent Honest

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What I Got Wrong About "Just Give It a Better Model"

What I Got Wrong About "Just Give It a Better Model"

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The Second Run Is Where the Lies Show Up

The Second Run Is Where the Lies Show Up

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The 20% of Tasks I Deliberately Do Not Give the Agent

The 20% of Tasks I Deliberately Do Not Give the Agent

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I Sorted 400 Agent Failures Into Five Buckets. Almost None Were the Model's Fault.

I Sorted 400 Agent Failures Into Five Buckets. Almost None Were the Model's Fault.

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Two Plain Text Files Replaced My Whole Agent Framework

Two Plain Text Files Replaced My Whole Agent Framework

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The Agent Doesn't Need More Context. It Needs the Right Five Lines.

The Agent Doesn't Need More Context. It Needs the Right Five Lines.

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If I Started Over, I'd Write the Logs First

If I Started Over, I'd Write the Logs First

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My Agent Was Never Slow. My Tasks Were Serial.

My Agent Was Never Slow. My Tasks Were Serial.

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What I Do When the Agent Says It's Done

What I Do When the Agent Says It's Done

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The Pre-Flight Check That Killed Most of My Failures

The Pre-Flight Check That Killed Most of My Failures

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Five Things I Check Before Believing an Agent Demo

Five Things I Check Before Believing an Agent Demo

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The Ten Unglamorous Tasks My Agent Actually Handles

The Ten Unglamorous Tasks My Agent Actually Handles

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What I Let the Agent Do Without Asking, and What I Never Will

What I Let the Agent Do Without Asking, and What I Never Will

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I Stopped Writing Prompts and Started Writing Fixtures

I Stopped Writing Prompts and Started Writing Fixtures

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Cleaning Up After a Failed Run Is the Part Nobody Writes About

Cleaning Up After a Failed Run Is the Part Nobody Writes About

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How I Measure Whether My Agent Is Actually Saving Me Time

How I Measure Whether My Agent Is Actually Saving Me Time

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The Log Format That Made My Agent Debuggable

The Log Format That Made My Agent Debuggable

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Coordinate Clicks Are a Trap: Driving a GUI Agent Without Pixel Guessing

Coordinate Clicks Are a Trap: Driving a GUI Agent Without Pixel Guessing

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The Approval Gate: Designing an Agent That Can't Burn Your House Down

The Approval Gate: Designing an Agent That Can't Burn Your House Down

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Giving an AI Agent a Real Phone: What ADB Automation Actually Looks Like

Giving an AI Agent a Real Phone: What ADB Automation Actually Looks Like

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30 Days of a Local AI Agent on My Own Machine: What Actually Broke

30 Days of a Local AI Agent on My Own Machine: What Actually Broke

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