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# automation

Automating development, deployment, and operational tasks.

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AUTOMATED MICROCONTROLLER TESTER
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AUTOMATED MICROCONTROLLER TESTER

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3 min read
From Guesswork to Growth: Aligning AI Forecasts with CSA Demand

From Guesswork to Growth: Aligning AI Forecasts with CSA Demand

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2 min read
The Iterative Refinement Agentic Framework (IRAF): A Git-Native Architecture for Autonomous, Self-Improving AI Systems

The Iterative Refinement Agentic Framework (IRAF): A Git-Native Architecture for Autonomous, Self-Improving AI Systems

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4 min read
What's a proportional controller?

What's a proportional controller?

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3 min read
The Part of My AI Stack That Isn't AI: Human Workers via MCP
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The Part of My AI Stack That Isn't AI: Human Workers via MCP

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4 min read
How to equip AI agents with real-world capabilities

How to equip AI agents with real-world capabilities

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5 min read
Web3 Automation with Python: From Zero to Daily NFT Mints

Web3 Automation with Python: From Zero to Daily NFT Mints

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3 min read
I Built an AI Content Pipeline That Publishes 4 SEO-Optimized Articles Per Day — Here's the Architecture

I Built an AI Content Pipeline That Publishes 4 SEO-Optimized Articles Per Day — Here's the Architecture

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4 min read
Building LinkedIN Job Application Agents - Part 2

Building LinkedIN Job Application Agents - Part 2

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3 min read
Built a script to categorize expenses automatically. Saved 3 hours/month.

Built a script to categorize expenses automatically. Saved 3 hours/month.

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2 min read
Why Being Both SDET and Developer Makes You a Stronger Platform Engineer

Why Being Both SDET and Developer Makes You a Stronger Platform Engineer

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3 min read
How to Build Resilient AI Agents: Stop Flaky LLM Calls from Crashing Your App 🛡️
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How to Build Resilient AI Agents: Stop Flaky LLM Calls from Crashing Your App 🛡️

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2 min read
YAML-Based Testing: A New Approach to E2E

YAML-Based Testing: A New Approach to E2E

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5 min read
Streamlining Go GUI App Development on macOS: Automating Command Execution and App Launching

Streamlining Go GUI App Development on macOS: Automating Command Execution and App Launching

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11 min read
I built the email infrastructure I always wished existed

I built the email infrastructure I always wished existed

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2 min read
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