AI Education & Research
AI Education & Research is the gateway to three structured learning paths: AI Essentials for foundations, AI Deep Dive for stronger systems, and Expert Workflows for hands-on projects. Choose a roadmap based on your current experience; the child categories contain the indexable lesson libraries.
Use the roadmap for the recommended order, or choose a guide below for the problem you are solving now. Each article includes practical limits, verification steps, and links to authoritative sources where details may change.
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![[Step 5-A-2/3] The Human-Edit Layer That Actually Matters (Marketer Edition)](https://lifetechhack.com/wp-content/uploads/2026/09/expert-1032-human-edit.png)
[Step 5-A-2/3] The Human-Edit Layer That Actually Matters (Marketer Edition)
📌 Expert Workflows · Step 5: AI Draft + Human Edit · Edition A (Marketer) · Part 2 of 3 🎯 Where This Fits You have a pipeline and…
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![[Step 5-A-1/3] The Pipeline, Not the Prompt — How to Actually Produce Content With AI (Marketer Edition)](https://lifetechhack.com/wp-content/uploads/2026/09/expert-1030-pipeline.png)
[Step 5-A-1/3] The Pipeline, Not the Prompt — How to Actually Produce Content With AI (Marketer Edition)
📌 Expert Workflows · Step 5: AI Draft + Human Edit · Edition A (Marketer) · Part 1 of 3 What you will make: a source-backed brief, a reusable…
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![[Step 4-A-3/3] Keeping It Awake — The Free-Tier Sleep Problem and What to Do About It (Office Worker Edition)](https://lifetechhack.com/wp-content/uploads/2026/09/expert-1027-sleep.png)
[Step 4-A-3/3] Keeping It Awake — The Free-Tier Sleep Problem and What to Do About It (Office Worker Edition)
📌 Expert Workflows · Step 4: Cloud Deployment and Its Limits · Edition A (Office Worker) · Part 3 of 3 What was tested: the standalone HTTP diagnostic…
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![[Step 4-A-2/3] Secrets, Environment Variables, and the Bot That Finally Runs (Office Worker Edition)](https://lifetechhack.com/wp-content/uploads/2026/09/expert-1024-secrets.png)
[Step 4-A-2/3] Secrets, Environment Variables, and the Bot That Finally Runs (Office Worker Edition)
📌 Expert Workflows · Step 4: Cloud Deployment and Its Limits · Edition A (Office Worker) · Part 2 of 3 Scope: This guide helps you distinguish missing…
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![[Step 3-A-3/3] Keeping It Running — Errors, Limits, and the Laptop Problem (Office Worker Edition)](https://lifetechhack.com/wp-content/uploads/2026/09/expert-948-errors.png)
[Step 3-A-3/3] Keeping It Running — Errors, Limits, and the Laptop Problem (Office Worker Edition)
📌 Expert Workflows · Step 3: AI Telegram Bot · Edition A (Office Worker) · Part 3 of 3 — final ⚙️ How to read this tutorial. This is a hands-on, error-first guide:…
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![[Step 3-A-2/3] Giving Your Bot a Brain — And Keeping It in Its Lane (Office Worker Edition)](https://lifetechhack.com/wp-content/uploads/2026/09/expert-903-scope.png)
[Step 3-A-2/3] Giving Your Bot a Brain — And Keeping It in Its Lane (Office Worker Edition)
Add an AI provider to a Telegram bot with scoped commands, asynchronous requests, privacy-aware testing, input and output limits, refusal boundaries, and safer failure handling.
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![[Step 3-A-1/3] Your First Telegram Bot That Actually Answers — Office Worker Edition](https://lifetechhack.com/wp-content/uploads/2026/08/expert-900-bot.png)
[Step 3-A-1/3] Your First Telegram Bot That Actually Answers — Office Worker Edition
Build a first Telegram bot with BotFather, Python polling, token-safe configuration, private-chat testing, group privacy guidance, and practical troubleshooting for duplicate processes.
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![[Step 2-A-3/3] Making It Yours — Icons, Task Buttons, and a Tool You’ll Actually Use (Reseller Edition)](https://lifetechhack.com/wp-content/uploads/2026/08/expert-808-customize.png)
[Step 2-A-3/3] Making It Yours — Icons, Task Buttons, and a Tool You’ll Actually Use (Reseller Edition)
Customize a Chrome extension with branded icons, three reseller task buttons, persistent results, debugging guidance, and realistic API-key security limits.
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![[Step 2-A-2/3] Making It Read the Page and Talk to AI (Reseller Edition)](https://lifetechhack.com/wp-content/uploads/2026/08/expert-753-page.png)
[Step 2-A-2/3] Making It Read the Page and Talk to AI (Reseller Edition)
making your AI requests from the service worker, not from code injected into the web page.
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![[Step 2-A-1/3] Your First Chrome Extension That Actually Loads — For Your Side Hustle (Reseller Edition)](https://lifetechhack.com/wp-content/uploads/2026/08/expert-720-extension.png)
[Step 2-A-1/3] Your First Chrome Extension That Actually Loads — For Your Side Hustle (Reseller Edition)
📌Expert Workflows · Step 2: AI Chrome Extension · Edition A (Reseller) · Part 1 of 3 🎯 What You’re Actually Building Here InStep 1some of us built…
Not sure where to begin? Compare the AI Essentials, AI Deep Dive, and Expert Workflows learning paths.