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Automating development, deployment, and operational tasks.

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My agent filled in every field on the form. It could not attach the three images.

My agent filled in every field on the form. It could not attach the three images.

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9 min read
ElevenLabs ElevenAgents Adds Per-Channel Controls and Channel-Scoped Testing

ElevenLabs ElevenAgents Adds Per-Channel Controls and Channel-Scoped Testing

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4 min read
Most Developers Test Their Code. Why Don't They Test Their AI?

Most Developers Test Their Code. Why Don't They Test Their AI?

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4 min read
I Built G-SERVER: A Discord Automation Platform for Creating and Managing Communities

I Built G-SERVER: A Discord Automation Platform for Creating and Managing Communities

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3 min read
Install Manticore Search with one command

Install Manticore Search with one command

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5 min read
Session Reuse and Browser Mode Decisions for Web Data Pipelines

Session Reuse and Browser Mode Decisions for Web Data Pipelines

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4 min read
The State Machine Behind Honest Automatic Backup

The State Machine Behind Honest Automatic Backup

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3 min read
Google’s AI Search Guidance Shifts the Focus From Schema Markup to Agent-Ready Websites

Google’s AI Search Guidance Shifts the Focus From Schema Markup to Agent-Ready Websites

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5 min read
My AI agent found 129 resolving subdomains. The Actor classified 98 as wildcard-likely.

My AI agent found 129 resolving subdomains. The Actor classified 98 as wildcard-likely.

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7 min read
Run Hermes Fully Locally with QVAC

Run Hermes Fully Locally with QVAC

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17 min read
Build a Social Media Monitor with Python

Build a Social Media Monitor with Python

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4 min read
Developers Don’t Hate No-Code. They Hate Losing Control

Developers Don’t Hate No-Code. They Hate Losing Control

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9 min read
Build a Browser Automation Tool with Selenium

Build a Browser Automation Tool with Selenium

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5 min read
Same 8 drafts, one reviewer said revise 2, the other revise 7: calibrating rubrics for AI-on-AI review

Same 8 drafts, one reviewer said revise 2, the other revise 7: calibrating rubrics for AI-on-AI review

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3 min read
Apify pay-per-event billing: four ways I charged users for nothing

Apify pay-per-event billing: four ways I charged users for nothing

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7 min read
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