Expert Workflows
Expert Workflows is the hands-on project track for turning AI knowledge into reviewed prototypes. Tutorials cover PDF summarisation, APIs, browser extensions, debugging, credential safety, privacy limits, and responsible deployment. Choose the edition that fits your experience and follow the Expert Workflows curriculum in order.
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.