Operational publication
Technical insights, tutorials, and best practices for web application development, self-hosted infrastructure, and business automation.
Follow Ari as a simple customer workshop grows from a checklist into coordinated work. Through one everyday story, learn how Model, Tools, Agent Loop, Memory, Skills, and Guardrails turn generated answers into an AI agent that can follow a job through.
There are 3 Levels of AI chatbots on the market: an AI that drives a browser, an automation platform like n8n, and your own system. What each does well, where it breaks, and how they compare on customer data, conversation history, reference sources and control.
A repeat order through your own channel earns about 2.4 times a first order, but the real gap is whether customers come back. For 1,000 new customers: 56.2M VND a year marketplace-only vs 117M with your own channel. Includes Shopee rules, 5 steps and a calculator.
A TikTok Shop LIVE guide that follows the TikTok LIVE Playbook: 4 product roles, choosing hosts by numbers, the 7 room elements, Live GMV Max and the golden hour, topping up budget before 60%, the 5 metrics with worked examples, and a monthly LIVE calendar. Includes a calculator to compare two LIVE sessions.
A 200,000 VND order bought in at 90,000 looks like 110,000 profit, but may leave only 33,000. Shopee and TikTok Shop fees as of October 2026, a line-by-line table, the break-even ROAS formula, a comparison with returning customers, and five steps to work it out for your own shop.
Why the world has thousands of programming languages, and why non-developers should still understand them: the 5-floor building of a computer, a summary table, and 4 ways to use this map to work with AI more effectively.
Before rebuilding on Next.js, check the three layers of website ownership: legal, operational, and structural. Learn when to stay on WordPress, how an AI Agent can run it for you, the five signs migration is worth it, and a 5-minute self-check.
Understand the three practical customization layers that shape Codex: MCP tools for external capabilities, skills for reusable workflows, and AGENTS.md for global and local working rules.
This guide walks through setting up n8n MCP with an AI agent such as Codex, adding the MCP config, authorizing access, enabling specific workflows, and using practical prompts to build or edit n8n workflows safely.
Calculating Your Automation ROI: A Simple Framework Are you investing in automation without a clear picture of its financial impact? Many businesses fall into the trap of thinking, "If it saves time, ...
Case Study: Optimizing Lead Management with LaPage's N8N Hosting Are you losing valuable leads in a sea of spreadsheets, emails, and disconnected apps? You're not alone. Research suggests that compani...
Automating Event Registrations: A Real-Life Example Tired of drowning in spreadsheets, manually sending confirmation emails, and chasing payments for your events? If you've ever felt the chaos of mana...
From 60-Hour Weeks to Scalable Growth: How One Marketing Manager Automated the Chaos Are you a marketing manager spending more time juggling spreadsheets, manually moving data, and chasing approvals t...
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