AI Agents · From Scratch to Expert

Learn AI.
Build with it.
Own it.

Hi, I'm Linda. I went from "what's ChatGPT?" to building AI agents for my business. This is where I share everything I learn — clearly, practically, and without the jargon.

About me
Linda
AI Agent Explorer & Business Owner
6
Use cases mastered
20+
Tools tested
10h
Saved per week
0
Tech degree needed
📧 Email Agents 🛍️ Support Bots 📊 Research 📣 Marketing 💻 Coding 🔗 Automation
AI AgentsEmail AutomationResearch AgentsCustomer SupportMarketing AICoding AgentsWorkflow AutomationClauden8nZapier AI AgentsEmail AutomationResearch AgentsCustomer SupportMarketing AICoding AgentsWorkflow AutomationClauden8nZapier

AI felt overwhelming.
Now it's my superpower.

I started learning about AI agents because I wanted to save time in my business. What I found was confusing, technical, and full of hype. So I created the guide I wished existed — practical, honest, and built for real people.

Everything here comes from real experimentation. What works, what doesn't, and exactly how to get started — without a tech background.

🎯

Practical first

Every topic links to real tools and step-by-step guides.

🗣️

Plain English

No jargon. If I didn't understand it at first, I explain it differently.

🔄

Always updating

AI moves fast. This site evolves with it every week.

💡

From experience

Everything tested on a real business, not just theory.

6 Ways AI Agents
Can Work For You

From managing your inbox to automating entire workflows — click any use case to go deep.

01 / 06
📧

Email & Calendar

Triage, draft, and schedule — automatically.

02 / 06
📊

Research & Reports

Turn any topic into a structured, sourced report.

03 / 06
🛍️

Customer Support

Answer questions and resolve issues 24/7.

04 / 06
📣

Marketing & Content

One brief → a full week of content, in your voice.

05 / 06
💻

Coding Agents

Describe what you need. The agent builds it.

06 / 06
🔗

Workflow Automation

Connect your tools. Let agents do the rest.

Latest Articles

🤖
Beginner Guide

ChatGPT vs AI Agents: What's Actually Different?

The clearest explanation I could write of why agents are a step-change, not just an upgrade.

Linda4 min read
🔗
Automation

My Favourite n8n Workflows for Small Business Owners

Five automations I actually use every week — with templates you can steal.

Linda6 min read

Learn one new AI agent trick every week.

I send a short, practical email every week — one use case, one tool, one prompt you can try today. No fluff, no hype.

No spam. Unsubscribe any time. Written by Linda, not a bot.

6 AI Agent
Use Cases

Everything you need to understand, try, and build each one — with real tools, steps, and prompts.

📧 Email & Calendar Agent

Stop drowning in your inbox. An agent reads, prioritises, drafts replies, and books meetings — you just approve before anything sends.

How to build it — 5 steps
1

Connect Gmail/Outlook to n8n or Zapier

Authenticate your email. Set trigger: "New email received."

2

Add a Claude "classify" step

Send subject + body. Ask: "Is this Urgent / Reply needed / FYI / Junk?"

3

Branch by classification

Urgent → priority list. Reply needed → draft. Junk → archive.

4

Generate draft reply

Pass email + your tone context to Claude. Save as Gmail draft.

5

Add calendar scheduling

Use Calendly or Google Calendar API to check availability and suggest meeting slots.

Best tools to use
🔧
n8n Free
Build the full workflow — no per-task costs
🤖
Claude Freemium
Classify emails, write drafts in your voice
📅
Reclaim.ai Freemium
AI calendar that protects focus time
📮
Superhuman Paid
AI email client with built-in triage
Starter prompt

"Read this email and classify it as [URGENT], [REPLY_NEEDED], [FYI], or [JUNK]. State why in one sentence. Email: {{email_body}}"

📊 Research & Reports Agent

Give it a question. Get back a structured, sourced report — in minutes, not hours. Perfect for market research, competitor analysis, or briefing documents.

How to build it — 5 steps
1

Define your report template

Sections: Executive Summary, Overview, Key Players, Trends, Recommendations.

2

Set up a web search tool

Use Tavily API or Serper API to give the agent real-time search.

3

Write a "research planner" prompt

Ask Claude to decompose your topic into 5 sub-questions before searching.

4

Run parallel searches

One search per sub-question. Pass all results to Claude to synthesise.

5

Assemble and export

Combine sections into a final document. Export as PDF or Word.

Best tools to use
🔬
Claude Deep Research Freemium
Built-in research mode — web search + synthesis
🌐
Perplexity Freemium
AI search engine with cited answers
📎
NotebookLM Free
Research your own uploaded documents
Starter prompt

"I want to research: {{topic}}. Break this into 5 specific sub-questions that together give a complete picture. Return as a numbered list only."

🛍️ Customer Support Agent

Handle 80% of repetitive questions automatically — so you only deal with the 20% that genuinely needs you. Runs 24/7, never loses patience.

How to build it — 6 steps
1

Build your knowledge base

Write your 20 most common Q&As + policies + product info.

2

Set up RAG (retrieval)

Use Botpress or Supabase+pgvector so the agent can search your docs.

3

Write the system prompt

Define brand voice, what the agent can/can't do, and escalation rules.

4

Connect to a chat widget

Embed on your site using Tidio, Crisp, or a custom widget.

5

Test with edge cases

Try angry customers, unusual questions, discount attempts. Refine.

6

Add escalation + logging

Route unresolved chats to Slack. Log all conversations to improve over time.

Best tools to use
💬
Tidio Freemium
Affordable AI chatbot for small businesses
🧩
Voiceflow Freemium
Visual agent builder — connects to Claude
💬
Intercom Fin Paid
Enterprise-grade, resolves tickets automatically
System prompt foundation

"You are a friendly support agent for {{company}}. Acknowledge emotion first, then solve. If unresolved after 2 messages, say: 'Let me connect you with our team.'"

📣 Marketing & Content Agent

Brief it once. Get a full content calendar with posts, captions, and email copy — all tailored to your brand voice. Consistent content without the burnout.

How to build it — 5 steps
1

Create your brand voice document

Tone, banned phrases, 3 example posts, your audience persona. One page.

2

Build a content brief template

Fields: Topic, Goal, Key message, Channel, CTA. Fill once per campaign.

3

Write channel-specific prompts

One prompt per channel with format rules (length, hashtags, tone).

4

Automate with n8n or Zapier

New row in content calendar → generate content → save drafts to Notion.

5

Review before publishing

Automate creation, not publishing — until you fully trust the output.

Best tools to use
🤖
Claude Freemium
Best for brand voice + long-form content
📅
Buffer AI Freemium
Write + schedule social posts in one place
📧
Mailchimp AI Freemium
Email subject lines + body copy generation
Content repurposing prompt

"Take this blog post and create: (1) a LinkedIn post, (2) 3 Instagram captions, (3) an email newsletter section. Match my brand voice. Post: {{content}}"

💻 Coding Agent

Describe what you want built. A coding agent writes it, runs it, finds the bugs, fixes them, and keeps going until it works. No code knowledge required to start.

How to build it — 5 steps
1

Start with Claude Code or Cursor

Install Claude Code via npm or download Cursor IDE. Both are agent-ready.

2

Write a clear specification

Language, inputs, outputs, edge cases, libraries. More detail = better first draft.

3

Run in a sandbox first

Use a virtual environment or Docker so the agent can execute code safely.

4

Review diffs, not just output

Check git diff before merging. Agents can make unexpected changes elsewhere.

5

Add tests as a feedback loop

Give the agent a test suite. Instruct it to keep running until all tests pass.

Best tools to use
Claude Code Freemium
Terminal agent that reads your whole codebase
🌊
Cursor Freemium
AI-native IDE, best project context awareness
🔮
Replit Agent Freemium
Describe an app — Replit builds & deploys it
Feature spec prompt

"Build a {{language}} function that takes {{input}}, returns {{output}}, handles {{edge_cases}}, includes error handling and comments. Write tests alongside it."

🔗 Workflow Automation Agent

Connect your tools. Define the triggers. Let agents move data and fire actions automatically — the highest-leverage use of AI for any business owner.

How to build it — 6 steps
1

Map your most repetitive task

Pick something you do 3× a week that always follows the same pattern.

2

Write out the steps in plain English

"When X happens, do A, then B, if C do D, else do E, then notify me."

3

Set up n8n or Make.com

Start with a template. Customise rather than build from scratch.

4

Add an AI decision node

Use Claude to classify, score, or enrich data mid-workflow.

5

Test on 5 real examples

Check every step before enabling automatic triggers.

6

Monitor and improve

Set up error alerts. Review logs weekly. Refine as you go.

Best tools to use
🔧
n8n Free
Open-source, self-hostable, most powerful free option
Zapier Freemium
Easiest to start — 6,000+ app integrations
🔮
Make.com Freemium
Visual builder, more powerful than Zapier
Routing decision prompt

"Classify this enquiry as [HIGH_PRIORITY], [STANDARD], or [SPAM]. High priority = budget over £10k or urgent deadline. Return label + one-line reason. Enquiry: {{text}}"

The Blog

Honest, practical writing about AI agents — from someone learning and building in real time.

📧
Email Agents

How I Saved 8 Hours a Week by Teaching an AI to Handle My Inbox

A step-by-step account of setting up an email triage agent using n8n and Claude.

Feb 20265 min read
🤖
Beginner Guide

ChatGPT vs AI Agents: What's Actually Different?

The clearest explanation I could write of why agents are a genuine step-change.

Jan 20264 min read
🔗
Automation

My Favourite n8n Workflows for Small Business Owners

Five automations I actually use every week — with templates you can steal.

Jan 20266 min read
📊
Research

I Asked an AI to Research My Competitors. Here's What Happened.

Using Perplexity and Claude to build a competitor analysis report in 12 minutes.

Dec 20255 min read
📣
Marketing

How to Write a Brand Voice Prompt That Actually Sounds Like You

The exact process I use to make AI content feel genuinely mine — not generic.

Dec 20254 min read
💻
Coding

I Built a Real App Using Only Replit Agent. No Code Knowledge Needed.

My honest experience going from idea to deployed app without writing a single line of code.

Nov 20257 min read

Tools & Resources

Every tool I've tested, organised by use case — with honest notes on what each one is actually good for.

📧 Email & Calendar
🔧Free

n8n

Open-source automation. Build email triage + draft agent without per-task costs.

Automation
🤖Freemium

Claude

Classify emails and draft replies that sound like you.

AI
📅Freemium

Reclaim.ai

AI calendar agent that protects focus time and auto-schedules.

Calendar
📮

Superhuman

Premium AI email client with triage, summaries, and smart replies.

Email
📊 Research
🔬Freemium

Claude Deep Research

Built-in research mode — searches the web and synthesises multi-source reports.

AI Research
🌐Freemium

Perplexity

AI search engine. Ask a research question, get a cited answer instantly.

Search
📎Free

NotebookLM

Upload your own docs. Ask questions across all of them. Great for internal research.

Documents
🧩Freemium

Elicit

Research agent built for academic papers and deep analysis.

Academic
🛍️ Customer Support
💬Freemium

Tidio

Affordable AI chatbot for small businesses. Easy to embed on any site.

Chat
🧩Freemium

Voiceflow

Visual agent builder. Connects to Claude, GPT, and your data.

Builder
⚙️Freemium

Botpress

Open platform to build and deploy custom AI agents. Developer-friendly.

Platform
💬

Intercom Fin

Enterprise-grade AI that resolves tickets automatically at scale.

Enterprise
📣 Marketing
📅Freemium

Buffer AI

Write and schedule social posts. Suggests optimal posting times.

Social
📧Freemium

Mailchimp AI

Subject lines, body copy, and audience segmentation — automatically.

Email

Jasper

Marketing-focused AI with templates for ads, blogs, and social.

Content
🎬Freemium

Descript

AI video/podcast editor. Repurposes long content into short clips.

Video
💻 Coding
Freemium

Claude Code

Terminal agent that reads your whole codebase and makes changes autonomously.

Agent
🌊Freemium

Cursor

AI-native IDE. Best-in-class for agents that understand full project context.

IDE
🔮Freemium

Replit Agent

Describe an app in plain English. Replit builds and deploys it.

No-code
🐙

GitHub Copilot

Live code suggestions in your IDE. Agent mode writes entire features.

Assistant
🔗 Automation
🔧Free

n8n

Open-source, self-hostable. Most powerful free automation tool available.

Automation
Freemium

Zapier

Easiest to start. 6,000+ app integrations. AI step built in.

Automation
🔮Freemium

Make.com

Visual builder. More powerful than Zapier, still beginner-friendly.

Automation
🧩Freemium

Lindy

AI-native automation. Build agents in plain English — no code needed.

AI-native