#Automation
research notes.
Workflow automation with n8n, Zapier, and custom scripts — building systems that run themselves.
Why I Switched to Ubuntu Linux for AI Web Development and Never Looked Back
Six months with Ubuntu Linux for AI web development. How terminal AI agents like OpenCode erased the Linux barrier and made Ubuntu the ultimate dev OS.
Top 5 Multi-Agent AI Platforms for Enterprise Workflows in 2026
I tested the top 5 multi-agent AI platforms for 2026. Here is my breakdown of AutoGen, CrewAI, AirgapAI, Sema4.ai, and LangGraph for enterprise workflows.
Building a Sovereign Trading Bot: Automated Python Execution on MT5 (2026)
Stop renting bots. Master the Python-MT5 stack for local, private, and high-performance algorithmic trading. Includes modular boilerplate and 2026 best practices.
Agentic Automation: Moving from Zapier to Local n8n + LLM
Stop paying the 'Success Tax.' Learn how to build Agentic Automation loops using local n8n and LLMs for a private, cost-efficient 2026 Personal OS.
Automation Economics: n8n vs. Zapier vs. Make
Stop renting your workflows. Compare the 2026 pricing models, AI features, and UI snapshots of n8n, Zapier, and Make.
Automating Video Content: Using FFmpeg and Remotion to Turn Blog Posts into Shorts
Master programmatic video in 2026. Learn how to build a headless pipeline that transforms long-form text into high-retention social shorts.
The 'Headless' Personal Brand: Automating X, LinkedIn, and Newsletters with AI and n8n
Master the 2026 content meta. Learn how to build a headless personal brand using n8n to automate distribution while keeping your human insight at the center.
FFmpeg Mastery 2026: The Ultimate Guide to AI Video Pipelines and High-Performance Transcoding
Master how to use FFmpeg in 2026. Learn AI video post-processing, GPU-accelerated transcoding, and the new AV1 standard with copy-paste commands.
Zero-Tech Debt: Building Self-Refactoring Codebases with Agentic Hooks
Master the 2026 standard for repo maintenance. Learn how to use agentic hooks and CLAUDE.md to build a self-healing codebase that prunes itself 24/7.