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ULNIT

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My AI Agent Ran a 3-Hour Task Perfectly, Then Emailed 40 Customers About Work That Wasn't Done

My AI Agent Ran a 3-Hour Task Perfectly, Then Emailed 40 Customers About Work That Wasn't Done

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6 min read

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I Replaced My Agent's 900-Word Instruction Prompt With 6 Examples. It Started Confidently Selling a Product I Retired in 2024.

I Replaced My Agent's 900-Word Instruction Prompt With 6 Examples. It Started Confidently Selling a Product I Retired in 2024.

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5 min read
My Raspberry Pi's SD Card Died at 2 AM. My "Automatic" Backups Turned Out to Be a 47-Day-Old Lie.

My Raspberry Pi's SD Card Died at 2 AM. My "Automatic" Backups Turned Out to Be a 47-Day-Old Lie.

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6 min read
My AI Agent Tried to Install a Typosquatted Package at 3 AM. It Was One Dependency Conflict Away From Owning My Keys.

My AI Agent Tried to Install a Typosquatted Package at 3 AM. It Was One Dependency Conflict Away From Owning My Keys.

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5 min read
I Started Version-Controlling My AI Agent's Prompts Like Production Code. The First "Improved" Prompt Broke Three Days of Silent Work.

I Started Version-Controlling My AI Agent's Prompts Like Production Code. The First "Improved" Prompt Broke Three Days of Silent Work.

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5 min read
I Made My AI Agent Ask Permission Before Spending or Sending Anything. By Day 3 I Was Ready to Remove It.

I Made My AI Agent Ask Permission Before Spending or Sending Anything. By Day 3 I Was Ready to Remove It.

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5 min read
I Pretended to Attack My Own Infrastructure for a Saturday. I Found 6 Doors I Forgot Were Open.

I Pretended to Attack My Own Infrastructure for a Saturday. I Found 6 Doors I Forgot Were Open.

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5 min read
I Gave My AI Agent Long-Term Memory. It Started Confidently Lying to Customers About Facts From March.

I Gave My AI Agent Long-Term Memory. It Started Confidently Lying to Customers About Facts From March.

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5 min read
My AI Agent Kept Calling the Wrong Tool. I Blamed the Model for a Week — the Bug Was in 6 Lines of JSON

My AI Agent Kept Calling the Wrong Tool. I Blamed the Model for a Week — the Bug Was in 6 Lines of JSON

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5 min read
I Launched on Product Hunt. Four Hours Later, Someone Was Replaying My Checkout Webhook.

I Launched on Product Hunt. Four Hours Later, Someone Was Replaying My Checkout Webhook.

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5 min read
I A/B Tested My AI Agent's System Prompt Against an 11-Minute Version. The Sloppy One Won.

I A/B Tested My AI Agent's System Prompt Against an 11-Minute Version. The Sloppy One Won.

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6 min read
I Gave My AI Agent a 20-Question Exam Before Letting It Talk to Customers. It Failed Question 4.

I Gave My AI Agent a 20-Question Exam Before Letting It Talk to Customers. It Failed Question 4.

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5 min read
My AI Agent Kept Dying Silently on a Raspberry Pi. Three Lines of Config Fixed 60 Days Straight.

My AI Agent Kept Dying Silently on a Raspberry Pi. Three Lines of Config Fixed 60 Days Straight.

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6 min read
My AI Agent Charged a Customer Twice in 11 Seconds. The Bug Was Invisible in Every Test I Wrote.

My AI Agent Charged a Customer Twice in 11 Seconds. The Bug Was Invisible in Every Test I Wrote.

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5 min read
I Exposed a Fresh Raspberry Pi to the Internet With SSH Enabled. Here's What Knocked First

I Exposed a Fresh Raspberry Pi to the Internet With SSH Enabled. Here's What Knocked First

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6 min read
A Customer Email Told My AI Agent to Exfiltrate My Customer List. It Almost Worked.

A Customer Email Told My AI Agent to Exfiltrate My Customer List. It Almost Worked.

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5 min read
I Audited Every Decision My AI Agents Made for 30 Days. The Results Made Me Uncomfortable

I Audited Every Decision My AI Agents Made for 30 Days. The Results Made Me Uncomfortable

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5 min read
My AI Agent Pushed a Live API Key to a Public GitHub Repo. I Didn't Notice for 4 Days.

My AI Agent Pushed a Live API Key to a Public GitHub Repo. I Didn't Notice for 4 Days.

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5 min read
My AI Agent Burned $214 in API Credits Over One Weekend. The Fix Was Embarrassingly Simple

My AI Agent Burned $214 in API Credits Over One Weekend. The Fix Was Embarrassingly Simple

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4 min read
My AI Agent Reported Success for 9 Straight Days. Then a Customer Told Me It Had Been Failing All Along.

My AI Agent Reported Success for 9 Straight Days. Then a Customer Told Me It Had Been Failing All Along.

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5 min read
I Launched My Product at 9 AM. By 2 PM, a Bot Had Found the Endpoint I Forgot to Protect.

I Launched My Product at 9 AM. By 2 PM, a Bot Had Found the Endpoint I Forgot to Protect.

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5 min read
My AI Agent Promised a Customer a Refund I Never Approved — Here's How I Rewrote Its Prompt

My AI Agent Promised a Customer a Refund I Never Approved — Here's How I Rewrote Its Prompt

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5 min read
I Automated My One-Person Business With 7 AI Agents — Here's the Exact Setup (Including the Parts That Failed)

I Automated My One-Person Business With 7 AI Agents — Here's the Exact Setup (Including the Parts That Failed)

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3 min read
Stop Doing Bug Bounty Recon by Hand: A Practical Tutorial With the Automation Kit

Stop Doing Bug Bounty Recon by Hand: A Practical Tutorial With the Automation Kit

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4 min read
The $9 AI Agent Toolkit, Dissected: What's Actually Inside Every Module

The $9 AI Agent Toolkit, Dissected: What's Actually Inside Every Module

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4 min read
How I Built an AI Watchdog Agent That Keeps My Raspberry Pi Fleet Alive

How I Built an AI Watchdog Agent That Keeps My Raspberry Pi Fleet Alive

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4 min read
Build an Overnight Bug Bounty Recon Pipeline With Python (Step-by-Step)

Build an Overnight Bug Bounty Recon Pipeline With Python (Step-by-Step)

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4 min read
7 Raspberry Pi Hacks That Automate My Entire Digital Life (24/7, Under 5 Watts)

7 Raspberry Pi Hacks That Automate My Entire Digital Life (24/7, Under 5 Watts)

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4 min read
10 Boring AI Automation Tricks That Keep My Agents Running for Months

10 Boring AI Automation Tricks That Keep My Agents Running for Months

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4 min read
I Spent a Week Testing the $9 AI Agent Toolkit — Here's What's Actually Inside

I Spent a Week Testing the $9 AI Agent Toolkit — Here's What's Actually Inside

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3 min read
How I Built an AI Agent That Reads the News and My Inbox Before I Wake Up

How I Built an AI Agent That Reads the News and My Inbox Before I Wake Up

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4 min read
I Let an AI Agent Run My Bug Bounty Recon Overnight — Here's the Setup That Actually Works

I Let an AI Agent Run My Bug Bounty Recon Overnight — Here's the Setup That Actually Works

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4 min read
5 Raspberry Pi Automation Builds That Pay for Themselves

5 Raspberry Pi Automation Builds That Pay for Themselves

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3 min read
7 AI Automation Tricks That Survive Contact With Reality

7 AI Automation Tricks That Survive Contact With Reality

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3 min read
My 4-Stage Bug Bounty Recon Pipeline: A Practical Automation Tutorial

My 4-Stage Bug Bounty Recon Pipeline: A Practical Automation Tutorial

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3 min read
Inside the $9 AI Agent Toolkit: What You Actually Get and Why It Matters

Inside the $9 AI Agent Toolkit: What You Actually Get and Why It Matters

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3 min read
Build a Bug Bounty Recon Pipeline in Pure Python (Runs 24/7 on a Raspberry Pi)

Build a Bug Bounty Recon Pipeline in Pure Python (Runs 24/7 on a Raspberry Pi)

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4 min read
Stop Doing It Manually: 7 AI Automation Workflows Worth Building This Weekend

Stop Doing It Manually: 7 AI Automation Workflows Worth Building This Weekend

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3 min read
How I Automated My Bug Bounty Recon Pipeline With Python on a Raspberry Pi

How I Automated My Bug Bounty Recon Pipeline With Python on a Raspberry Pi

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3 min read
How I Built a $500/Mo Passive Income with AI Agent Toolkits on Raspberry Pi

How I Built a $500/Mo Passive Income with AI Agent Toolkits on Raspberry Pi

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4 min read
How I Turned My Raspberry Pi Into a 24/7 AI Automation Lab (And You Can Too)

How I Turned My Raspberry Pi Into a 24/7 AI Automation Lab (And You Can Too)

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4 min read
How I Turned My Raspberry Pi Into a 24/7 AI Automation Command Center

How I Turned My Raspberry Pi Into a 24/7 AI Automation Command Center

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3 min read
How I Turned a Raspberry Pi Into an AI-Powered Automation Hub

How I Turned a Raspberry Pi Into an AI-Powered Automation Hub

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3 min read
How I Built a $9 AI Agent Toolkit That Automates My Daily Workflow

How I Built a $9 AI Agent Toolkit That Automates My Daily Workflow

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3 min read
How I Built an AI Agent Store on a Raspberry Pi (And You Can Too)

How I Built an AI Agent Store on a Raspberry Pi (And You Can Too)

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3 min read
I Built an AI Agent Toolkit That Automates My Entire Workflow — Here's How

I Built an AI Agent Toolkit That Automates My Entire Workflow — Here's How

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3 min read
How I Built an AI Agent Toolkit That Automates My Entire Workflow

How I Built an AI Agent Toolkit That Automates My Entire Workflow

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4 min read
How I Turned a Raspberry Pi into a 24/7 AI Automation Lab

How I Turned a Raspberry Pi into a 24/7 AI Automation Lab

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4 min read
How I Built an AI Agent Store on a Raspberry Pi (and You Can Too)

How I Built an AI Agent Store on a Raspberry Pi (and You Can Too)

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4 min read
How I Turned a Raspberry Pi into a 24/7 AI Automation Hub

How I Turned a Raspberry Pi into a 24/7 AI Automation Hub

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4 min read
How I Built a Raspberry Pi AI Agent That Automates My Entire Workflow

How I Built a Raspberry Pi AI Agent That Automates My Entire Workflow

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4 min read
How I Turned a Raspberry Pi into an AI Automation Hub (and Monetized It)

How I Turned a Raspberry Pi into an AI Automation Hub (and Monetized It)

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3 min read
How I Built an AI Agent Toolkit That Automates My Entire Workflow

How I Built an AI Agent Toolkit That Automates My Entire Workflow

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3 min read
How I Built a Raspberry Pi Automation Lab That Runs Itself

How I Built a Raspberry Pi Automation Lab That Runs Itself

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4 min read
Automating Bug Bounty Hunting: My $15 Toolkit That Saves 40+ Hours/Week

Automating Bug Bounty Hunting: My $15 Toolkit That Saves 40+ Hours/Week

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3 min read
How I Turned a Raspberry Pi Into an AI-Powered Automation Hub

How I Turned a Raspberry Pi Into an AI-Powered Automation Hub

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3 min read
How I Built a Raspberry Pi AI Agent That Runs 24/7 for Pennies

How I Built a Raspberry Pi AI Agent That Runs 24/7 for Pennies

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4 min read
How I Automated My Entire Bug Bounty Workflow with a $15 Toolkit

How I Automated My Entire Bug Bounty Workflow with a $15 Toolkit

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3 min read
Automating Bug Bounty Hunting: A Practical Guide for Security Researchers

Automating Bug Bounty Hunting: A Practical Guide for Security Researchers

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3 min read
How I Built an AI Agent Toolkit That Sells While I Sleep

How I Built an AI Agent Toolkit That Sells While I Sleep

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3 min read
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