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90:00

AI Tools Night

From Beginner to Advanced — Build, Code & Create with AI

90 MIN HANDS-ON 3 TOOLS 3 LEVELS
Gil Allouche
Gil Allouche AI Product Builder · Founder & CEO, Metadata.io

Who Am I?

Gil Allouche
Gil Allouche Robotics Engineer → Founder & CEO → AI Product Builder

Started as a robotics engineer in Israel. Founded Metadata.io in 2015 — raised $47M, 6 patents in AI marketing. Now I spend every day building real products with AI tools. Not theory — production apps with real users and real revenue.

bedtimemagic.com AI bedtime stories for kids — built with Manus
metadataone.com AI marketing agency website — built with Claude Code
agentkeys.dev API keys for AI agents on demand — Claude Code
gilallouche.com Personal site + blog — AI-automated content pipeline
avatar8.com Fully autonomous AI company — built with OpenClaw
dreaming.press AI writes blog posts & tweets — Rosa AI agent
6 patents AI marketing automation
$47M raised Series A + B
100+ episodes B2B Category Creators podcast

Who's In The Room?

I fed the registrant list to AI and looked up every one of you.

Source: Luma registrations · This slide was built with AI

The gap between builders and observers is now irreversible.

1950 Turing Test 2017 Transformers 2022 ChatGPT 2024 Claude Code 2025 Autonomous Agents NOW
x Metaculus AGI forecast moved from 2040 to 2027 in just 2 years
x Autonomous AI companies are already generating revenue with zero humans
+ Tonight: 3 tools, 3 levels, 90 minutes to become a builder
Be a builder, not an observer. The tools are here. The only question is whether you'll use them.

Tonight's Agenda

ACT 1 BEGINNER

Manus

For non-technical folks. Makes all decisions for you. Sandbox environment includes hosting, domain, AI — everything embedded. Just describe what you want.

~25 min Result: bedtimemagic.com
ACT 2 INTERMEDIATE

Claude Code

Most sophisticated AI coding tool. Runs in your terminal. You tell it what to do — it does it start to finish. Not a self-driving autonomous agent. You drive, it builds.

~25 min Result: metadataone.com
ACT 3 ADVANCED

OpenClaw

Most powerful but easy to overcome challenges with the right partner. Fully autonomous — you give it goals and it executes. Build entire zero-human companies.

~25 min Result: avatar8.com (felixai, polsia, kellyai...)
ACT 4 OPEN FLOOR

Q&A

Your questions, live troubleshooting, and next steps for your own projects.

~15 min

Manus + bedtimemagic.com

01 BEGINNER

Manus

The AI Agent That Does Everything

Give it a goal. It opens a browser, writes code, deploys websites, handles payments, domains, hosting — everything. No terminal. No coding. Just describe what you want in plain English.

bedtimemagic.com
Personalized bedtime stories for kids
AI stories 11 languages Print books
Generate Story

72 hours from idea to production

What Manus Built: bedtimemagic.com

AI AI story generation with OpenAI — personalized to each child's name, values, and themes
ART AI-generated watercolor illustrations for every story
11 11 languages including Hebrew & Arabic with full RTL support
$ Stripe payments with freemium credits (3 free stories/month)
BOOK Physical book printing via Lulu — hardcover mailed to your door
LIB Public story library with ratings, favorites, sharing
AUTH Magic link email auth — no passwords
APP iOS app submitted to App Store via Capacitor
All of this built by one non-technical founder having conversations with an AI agent. Zero traditional coding workflow.
EXAMPLE 1: SHARE THE SAUCE

How I Built bedtimemagic.com with Manus

Beginner 72 hours Zero code written manually
01
Describe the vision — "Build me a website where parents create personalized bedtime stories. Child's name, values, favorite themes. AI generates story + illustrations."
02
Give constraints — "Use Vercel. OpenAI for stories. Stripe for $4.99/mo subscription. Mobile-first. Add 11 languages."
03
Iterate in plain English — "Story is too long. Make it 500 words. Add DALL-E illustrations. Change the font."
04
Add complexity through conversation — Each feature was a chat session: Stripe webhooks, Lulu print API, book preview, PDF export.
05
Debug with screenshots — Hebrew text rendering backwards in PDFs? Screenshot it, paste it in. Manus fixes it.
06
Let it handle the boring stuff — Privacy policy, analytics, favicon, meta tags, App Store submission.
07
Key lesson — Treat AI like a senior dev pair. Give clear bug reports. You handle product decisions, it handles code.
08
Result — Production SaaS: real users, real revenue, 8K+ lines of code, iOS app in App Store.
YOUR BLUEPRINT

1. Go to manus.im

2. Describe your product idea in 2-3 sentences

3. Add constraints: hosting, payments, audience

4. Watch it build, redirect in real-time

5. Screenshot bugs, paste them in

6. Ship to production

When Manus Hit Its Limits

Context Loss

As the codebase grew past 8,000 lines across 40+ files, Manus began losing context between sessions. It started re-implementing functions that already existed.

Repair Loops

When making complex architectural changes, fixing one bug would sometimes introduce another, creating an endless cycle of debugging.

Memory Constraints

The platform relies heavily on Puppeteer. Manus struggled to hold 30-minute browser automation traces in memory to debug CAPTCHA failures.

The Workaround: We wrote COLLABORATION.md and KNOWN_ISSUES.md files so Manus could re-read its own prior decisions when it woke up.

What Manus is Best At

Full-Stack Prototypes

Give it a product idea and it builds the entire thing — frontend, backend, database, deployment. All decisions made for you.

Web Research & Automation

It opens a real browser. It can scrape, fill forms, navigate complex sites, and automate repetitive tasks autonomously.

Non-Technical Users

If you've never written a line of code, this is your on-ramp. Sandbox environment with hosting, domain, AI — all included.

Design-Heavy Work

When visual quality matters. Manus generates clean, polished UIs that look professional out of the box.

Resources & Next Steps

Get Started

Learn More

"The best way to learn Manus is to build something you actually need."

Claude Code + metadataone.com

02 INTERMEDIATE

Claude Code

Your AI Coding Co-Pilot in the Terminal

Most sophisticated AI coding tool available. You tell it what to do — it does it start to finish. Reads your entire local codebase. Edits files, runs tests, deploys. Not a self-driving autonomous agent — you drive, it builds.

metadataone.com
MetadataONE
The AI Agency
That Never Sleeps
Talking avatar A/B testing Inline editor
Get Started

Custom website with AI avatar, email collection, A/B testing

EXAMPLE 2: SHARE THE SAUCE

How I Built metadataone.com with Claude Code

Intermediate ~1 week Product Marketing / Web
01
Open terminal, describe the site in plain English: "Build me a marketing website for an AI agency"
02
Claude writes all HTML, CSS, JS, animations, deploy scripts — thousands of lines
03
Add inline WYSIWYG editor — I edit content live, no code needed
04
Built-in A/B testing — overnight campaign tests improve conversion automatically
05
AI video avatar greets visitors — HeyGen lip-sync + ElevenLabs voice clone
06
Email collection, contact form, Formspree integration
07
Iterated v4 → v5 → v5.3 in one week. Production-grade.
08
Result: custom website that looks agency-built, ships in days, costs $0 in dev
YOUR BLUEPRINT

1. Install Claude Code (one command)

2. Navigate to an empty folder

3. Type: "Build me a [your site] with [features]"

4. Iterate: "Add A/B testing. Add contact form."

5. Deploy with rsync or Vercel

6. Edit content live with WYSIWYG

Getting Started: Remove the Fear

01

The Prerequisites

Create an account on Claude.com. Get a tier with Claude Code ($20/mo, $100/mo, or $200/mo). That's it.

02

The Install

curl -fsSL https://claude.ai/install.sh | bash
03

The Launch

Navigate to any folder. Type the word below. It authenticates in your browser. You're ready.

claude
"If you can install an app, you can install an AI developer."

Battle-Tested Tips

1

Use --dangerously-skip-permissions

Allow Claude Code to run end-to-end without asking for permission. This is how magic happens (and servers crash).

2

The /compact Command

Context window full? Type /compact to summarize, clear memory, start fresh without losing codebase context.

3

Provide the Docs

New API? Download docs as PDF, put in folder. Say: "Read the API docs before writing code."

$ claude --dangerously-skip-permissions
> Build metadataone.com with A/B testing and AI avatar
Reading project structure...
Creating 14 files...
Setting up nginx...
Deploying to production...
Site live at metadataone.com

Resources & Next Steps

The Setup

Advanced Usage

"Your codebase is no longer a black box."

OpenClaw + Avatar8: The Zero-Human Company

03 ADVANCED

OpenClaw

Fully Autonomous AI Agent Framework

Most powerful tool tonight. You give it goals — it executes autonomously. Build entire companies with zero humans. My company Avatar8 has a full team of AI agents generating revenue right now.

CEO Abe / OpenClaw
Dev Lead Claude Code + Codex
Marketing Hermes Agent
Tasks Manus (via bridge)
Managed by Paperclip AI

Avatar8: A Company Run by AI Agents

1 Primary Research Agents identify business opportunities, analyze markets, find gaps
2 Build Products Claude Code + Codex build services and products autonomously
3 Market & Sell Hermes agent runs outbound, content, social across channels
4 Report to Me Daily reports. My job: organize, unblock, provide resources

My Job: Organize & Unblock

Credit cards Email accounts Voice API WhatsApp number Outbound API X/Reddit handles
Goal: generate revenue by doing primary research, figuring out business opportunities, executing on them, then marketing and selling — all autonomously.

Others Building Zero-Human Companies

FelixAI

AI-powered financial operations. Autonomous bookkeeping, invoicing, and expense management.

Polsia

AI-driven policy analysis. Agents research, compare, and recommend insurance products.

ZHC Institute

Educational content platform. AI agents create courses, handle enrollment, and support students.

KellyAI

Autonomous recruiting. AI agents source, screen, and schedule candidates end-to-end.

The pattern is the same: define goals, assign agents, provide resources, review outputs. The agents do the rest.
EXAMPLE 3: SHARE THE SAUCE

How I Built Avatar8 with OpenClaw

Advanced Ongoing Autonomous Company
01
Define the company structure — CEO (Abe/OpenClaw), Dev Lead (Claude Code + Codex), Marketing (Hermes), Tasks (Manus via bridge)
02
Set goals, not tasks — "Generate revenue by finding business opportunities and building products to serve them"
03
Provision resources — Credit cards, email accounts, API keys, voice API, WhatsApp, X/Reddit handles
04
Connect Paperclip AI for orchestration — manages task allocation, agent communication, priority queues
05
Bridge Manus for tasks it's best at — web research, form filling, visual prototyping
06
Set up daily reporting — each agent reports progress, blockers, revenue generated
07
Your job: organize & unblock — review reports, approve spend, resolve blockers, provide new resources
08
Result — Fully autonomous company. Agents research, build, market, sell, and report back daily.
YOUR BLUEPRINT

1. Install OpenClaw (Python + Docker)

2. Define your agents in YAML configs

3. Set company goals (not tasks)

4. Provision accounts & API keys

5. Connect to orchestration (Paperclip)

6. Let agents run. Review daily reports.

Choosing Your Tool

ManusClaude CodeOpenClaw
Skill Level Beginner Intermediate Advanced
InterfaceWeb browserTerminalCode + YAML
AutonomySelf-driving sandboxYou direct, it buildsFully autonomous
Best ForMVPs, prototypesCodebases, debuggingAI companies, automation
Examplebedtimemagic.commetadataone.comavatar8.com
CostFree tier + usage$20-200/moFree (+ API costs)
Start with Manus. Graduate to Claude Code. Master with OpenClaw. Or use all three — like I do.

Q&A

Your questions. Live troubleshooting. Next steps.

Gil Allouche
Gil Allouche gil@metadata.io · gilallouche.com
"The best time to start building with AI was yesterday. The second best time is right now."
Gil
Gil AI Click to narrate