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# automation

Automating development, deployment, and operational tasks.

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I Was Paying $0.006 Per URL for SEO Audits Until I Realized Most Needed $0

Deterministic logic for initial triage

I Was Paying $0.006 Per URL for SEO Audits Until I Realized Most Needed $0

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4 min read
Bringing Blink Cameras and SmartRent Devices to Apple HomeKit with Homebridge

Bringing Blink Cameras and SmartRent Devices to Apple HomeKit with Homebridge

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2 min read
Explainable Causal Reinforcement Learning for circular manufacturing supply chains during mission-critical recovery windows

Explainable Causal Reinforcement Learning for circular manufacturing supply chains during mission-critical recovery windows

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8 min read
Building Automated Translation Workflows for International Business Documents

Building Automated Translation Workflows for International Business Documents

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4 min read
How to Automate Upwork Proposals with Python (Real Code Inside)

How to Automate Upwork Proposals with Python (Real Code Inside)

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7 min read
Building a Multi-Lane Autonomous Income System with Python and Claude AI

Building a Multi-Lane Autonomous Income System with Python and Claude AI

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8 min read
Homelab HA Kubernetes Cluster Upgrade: My New Shrine / Altar

Homelab HA Kubernetes Cluster Upgrade: My New Shrine / Altar

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6 min read
How we researched 30 meal kit companies and what we found

How we researched 30 meal kit companies and what we found

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3 min read
I Built a Personal AI Assistant with a Telegram Bot Using OpenClaw — Here's How

I Built a Personal AI Assistant with a Telegram Bot Using OpenClaw — Here's How

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5 min read
Shopify Automation: How I Managed an 80,000-Product Catalog with Python & Pandas

Shopify Automation: How I Managed an 80,000-Product Catalog with Python & Pandas

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3 min read
When the marginal cost of a habit reaches zero

When the marginal cost of a habit reaches zero

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3 min read
How We Built AI Task Automation That Actually Works

How We Built AI Task Automation That Actually Works

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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
Best Agents SDK in 2026

Best Agents SDK in 2026

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7 min read
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