The AI Internship

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cohort 6 upcoming

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Cohort 7 [Current]

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Feb '26 Epoch I [Upcoming]

Cohort 1 [Complete]

Cohort 2 May

This free resource walks you through a complete AI-powered competitor intelligence system — from raw data to strategic action in 7 steps. Follow along and see what the full course looks like.

Competitor Intelligence System

Kickstart your AI engineering career&nbsp;with this comprehensive starter toolkit! Get the essential&nbsp;tools, frameworks, and step-by-step roadmap that our successful graduates used to land roles at top startups.Inside you'll find:<ul><li>Must-have AI tools &amp; technologies</li><li>Complete learning roadmap (beginner to job-ready)</li><li>5 hands-on project templates</li><li>Industry insights&nbsp;&amp; hiring trends</li><li>Curated resource library</li><li>Career transition guide</li><li>Perfect for students, developers, and career changers entering AI. This toolkit has helped hundreds break into AI engineering!</li></ul>

AI Engineering Starter Toolkit

This guide helps you choose the right coding environment for AI engineering — from prototyping in Colab to deploying agents in Cursor or VS Code. Discover how modern “Vibe Coding” tools blend AI, collaboration, and speed to boost productivity. Inside you’ll find:• Top AI Coding Tools — Cursor, Windsurf, Copilot, VS Code &amp; more• Pros &amp; Use-Cases — Know which IDE fits your goals• Role-Based Picks — Best setups for engineers, founders &amp; students• Quick Setup Checklist — From install to first project• Tool Chooser Framework — &amp; much more!

Top Vibe Coding Tools & Their Differences

Build the most in-demand AI skill of 2025. Learn the frameworks and techniques top engineers use to design intelligent systems, debug outputs, and scale real-world AI applications. Get hands-on tools to communicate effectively with models like ChatGPT and Claude. ﻿Inside you’ll find:• Core prompt frameworks (Zero-shot, Few-shot, Chain-of-Thought)• 6 principles of effective prompting• Real-world debugging &amp; troubleshooting guide• Plug-and-play prompt templates• Production-ready best practices• Reflection sheet + curated AI resources

Prompt Engineering Starter Toolkit

This directory is your ultimate reference to explore, compare, and choose the best AI models, frameworks, and tools shaping applied AI in 2025 — trusted by engineers, founders, and builders creating real systems. Inside you’ll find:• Top Foundation Models — LLaMA 3, Mistral, Falcon, Gemma, Qwen 2• Embeddings &amp; Vector DBs — FAISS, Qdrant, Weaviate, Chroma• Agent Frameworks — LangChain, LlamaIndex, Autogen• Deployment Tools — Docker, FastAPI, Kubernetes• Observability Stack — LangFuse, LangSmith, Helicone• Ecosystem Links — Hugging Face, GitHub

Open-Source AI Models & Tools Directory — 2025 Edition

This self-assessment helps you measure your current skills and identify the exact steps to become production-ready — whether you’re a student, engineer, or founder. Inside you’ll find:• Question Readiness Quiz — Assess coding, tools, and AI fundamentals• 5-Pillar Scorecard — Coding, ML concepts, tools, applied practice &amp; deployment• Scoring Rubric — Beginner, Intermediate, or Applied AI-Ready• Personalized Next Steps — Tailored actions for your skill level• 7-Day Fast-Track Challenge — &amp; much more!

AI Readiness Quiz & Scorecard

This self-assessment helps you measure your current skills and identify the exact steps to become production-ready — whether you’re a student, engineer, or founder. Inside you’ll find:• Question Readiness Quiz — Assess coding, tools, and AI fundamentals• 5-Pillar Scorecard — Coding, ML concepts, tools, applied practice &amp; deployment• Scoring Rubric — Beginner, Intermediate, or Applied AI-Ready• Personalized Next Steps — Tailored actions for your skill level• 7-Day Fast-Track Challenge — &amp; much more!

This guide reveals the insider frameworks, technical Q&amp;As, and 30-day prep plan used by real AI engineers to succeed in interviews at top startups and tech companies. Learn how to think, build, and communicate like a professional AI developer. Inside you’ll find:• Sample interview questions &amp; answers• Core skill map: coding, RAG, agents, deployment &amp; observability• Real-world systems design examples• Behavioral &amp; cultural-fit frameworks (STAR method)• 30-day interview prep roadmap• Salary benchmarks for 2025 (US &amp; UK) and much more.

Crack the AI Engineering Interview — 2025 Complete Guide

Follow this free resource to get a solid idea of what the full course covers — from shipping your first project to deploying it live with Vercel. Turn your ideas into real, working code with Cursor.

Shipping, Deploying & Maintaining Your Project
 

Follow this free resource to get a taste of what's possible — frontend, backend, databases, and real API integrations, all built with Cursor. If this module sparks your curiosity, the full course takes you from zero to shipping complete features with confidence

Building Real Features: Frontend, Backend & Data
 

Follow this free resource to get a feel for what's inside — a hands-on module on prompting strategies that'll change how you talk to AI as a developer. The full course walks you through building real things with Cursor, from your first scaffold prompt to debugging like a pro.

Prompting Strategies: Talking to AI Like a Developer
 

Follow this free resource to get a head start on AI-assisted coding with Cursor No experience needed, just bring your ideas. This module walks you through setup, prompting, and shipping your very first app from scratch.

Getting Started with Cursor

Check out this free resource for a glimpse into the complete Claude Code &amp; CoWork for Product Managers courseLearn how to turn one-off AI tasks into scheduled, automated workflows.

CoWork & Integrated Workflows

Follow this free resource to get a hands-on feel for what the full course covers.From building RICE scoring tools to interactive PRDs and visual dashboards. If this sparks your interest, the complete Claude Code &amp; CoWork for Product Managers course goes much deeper.

Building PM Tools with Claude Artifacts

Follow this free resource to get a taste of what's inside the full course. Learn how to turn raw user feedback, CSVs, and transcripts into actionable insights using Claude Code, without needing a data analyst

Analysing Research & User Feedback

Follow this free resource to get a head start on our full course. No code, no fluff, just the Claude Code fundamentals every PM needs to know. Explore Module 01 and see how AI can transform the way you work.

Claude Code Fundamentals

Drop everything and check out this free resource from the No Code AI Certification — it's a full module on designing AI app interfaces without touching a line of code. This is the kind of thing you don't usually get for free.

Building a Product UI

Follow this free resource to get a complete idea of what this full course covers — from testing and iterating your AI app to deploying it to real users. A practical no-code playbook by Aki Wijesundara &amp; Manu Jayawardana, and it's completely free.

Test, Iterate, and Deploy
 

his free guide walks you through the core principles behind writing AI instructions that actually work in production. Follow along and see what the full No Code AI Certification has in store for you.

Designing Prompts That Work

Follow this free resource to get a head start on building your first AI app — no code, no engineering background needed. The full course by Aki Wijesundara &amp; Manu Jayawardana walks you through every step, from raw idea to a deployed, shareable app..

From Idea To AI App

Explore this free module to understand how top growth teams build AI-first outbound systems that convert at scale. It's a powerful preview of everything covered in the full AI Growth Marketing Certification.

Build the Mindset - Deploy the system

Explore this free resource to see exactly how the full course teaches you to turn customer reviews into automated campaigns using tools like Firecrawl, Make.com, and HubSpot

Voice of Customer (VoC) Mining & Campaign Automation

Get a free preview of how top marketers use LinkedIn intent signals to find warm leads before anyone else does. Follow this resource to see what the full AI Growth Marketing Certification covers.

LinkedIn Intent Signals

Most product launches fail because of coordination gaps, not strategy gaps. This free resource previews the full course that fixes exactly that. Follow to get the complete GTM launch framework.

Launch Sequence Design and GTM Prompt Library

Get a free look at how the best GTM teams define their ideal customer and build positioning that actually converts.

ICP Definition & Positioning

We've made the core GTM framework publicly available so you can explore it before committing to the full course. Follow the link, dive in for free, and see if it's the right fit for you.

StakeholderAlignment

Everything you need to understand GTM strategy in one free guide; channel selection, 4-phase launch sequencing, and competitive positioning moves. Use it as your starting point before the full course.

GTM (Go-To-Market) Strategy for Product Managers & Leaders

Follow this free resource to get a real feel for what's inside the full OpenClaw AI Agent Certification. Set up heartbeats, automate your inbox, and build your first AI-powered workflows from scratch

Core Features & Your First Automations

A free introduction to the OpenClaw AI Agent Certification; covering the mental model and five-layer architecture behind your personal AI OS. Follow for the full course.

What OpenClaw Is & Agent Architecture

Use this free module to explore how real-world AI agent workflows are built and deployed across content pipelines, client ops, and team bots. It's a solid preview of everything the full OpenClaw AI Agent Certification has to offer.

End-to-End Scenarios & Multi-Agent Patterns

Follow this free resource to get a solid overview of OpenClaw's Skills Architecture before diving into the full certification. A quick read to see exactly what you'll build and connect.

Skills Architecture & Building Custom Skills

Six phases. Six portfolio projects. One clear path from zero to hired.This isn't another AI course that buries you in math for months. You'll build your first project in week one—a real chatbot that proves you can code, not just watch videos.Every phase adds something hiring managers want to see: RAG systems with evals. Production APIs with monitoring. Real deployments with real trade-offs documented.The difference? Most roadmaps teach you everything. This one teaches you what matters—then gets you building before you forget why you started.

The 0 → Hired AI Engineering Roadmap: Build Portfolio Projects, Not Just Knowledge

In this free guide, you'll get the complete system for connecting every automation you've built into one self-maintaining business engine — including the Lovable product page build guide, 6 advanced patterns that make your workflows recover from failure automatically, and the reusable automation playbook your team can follow without you.

The AI Business Scaling Playbook


In this free guide, you'll get the complete system for capturing, enriching, and converting leads automatically — including the ICP scoring prompt that routes hot leads to your inbox within 60 seconds, the 4-email sequence templates proven to book meetings, and the exact Instantly.ai deliverability setup that keeps your domain safe.

The AI Lead Pipeline Blueprint


In this free guide, you'll get the complete system for turning any source material into polished, ready-to-send communication automatically — including the master content generation prompt that handles 5 output types, a node-by-node n8n build walkthrough, and the exact approval setup that makes sure nothing goes out until you're ready.

The AI Content Engine Blueprint


In this free guide, you'll get the exact framework for knowing what to automate first in your business — including the ROI Prioritization Matrix, the 3 tests every task must pass before you build, and a complete setup guide for the 5 tools that power every automation in this course.

The AI Automation ROI Starter Kit


In this free guide, you'll get the complete 7-stage outbound system that takes a lead from detection to personalised email to CRM — fully automated, running 24/7 — including the cold email prompt, 4-step follow-up sequence, and the exact deliverability setup that keeps your domain safe.

The Full Outbound Engine


In this free guide, you'll get three ready-to-deploy intelligence systems that monitor your competitors, track brand mentions on Reddit, and detect LinkedIn buying signals automatically — so your team always knows who to reach out to and exactly when.

The GTM Intelligence Playbook


In this free guide, you'll get the exact system for building targeted lead lists and enriching every contact automatically — including how to score ICP fit with AI, generate personalised first lines at scale, and set up Clay and Apollo so your pipeline fills itself.

The Lead Pipeline Blueprint


In this free guide, you'll get the exact framework GTM engineers use to replace manual outreach with automated systems — including the 5 building blocks of every workflow, a decision test to know what to automate first, and two copy-paste AI prompts you can use today.

The GTM Automation Starter Kit


In this free guide, you'll get the full orchestration system that connects every AI agent you've built into one automated growth engine — including the n8n workflow map, the AI landing page prompt, the 6 monitoring alerts that keep everything running, and the 30-minute weekly review ritual that compounds your results over time.

The GTM Automation Backbone


In this free guide, you'll get the complete system for running Meta ads and cold outbound on autopilot — including the 4-mode AI ad system that writes, monitors, and refreshes creatives automatically, the 10-step lead enrichment workflow, and the email sequence that routes replies without you ever touching your inbox.

The AI Ads & Outbound Playbook


In this free guide, you'll get the exact system for turning one keyword into a fully published piece of content — automatically — including the 4-layer content architecture, a step-by-step n8n publishing pipeline, and the Tone of Voice Guide template your AI will use to write in your brand's voice every time.

The AI Content System Blueprint


In this free guide, you'll get everything you need to build your first revenue-generating AI agent from scratch — including the GTM Entry Point Framework, the full tool stack explained, and a step-by-step SEO Traffic Agent you can deploy today without writing a single line of code.

The AI Growth Agent Starter Kit


This guide reveals the insider frameworks, technical Q&amp;As, and 30-day prep plan used by real AI engineers to succeed in interviews at top startups and tech companies. Learn how to think, build, and communicate like a professional AI developer. Inside you’ll find:• Sample interview questions &amp; answers• Core skill map: coding, RAG, agents, deployment &amp; observability• Real-world systems design examples• Behavioral &amp; cultural-fit frameworks (STAR method)• 30-day interview prep roadmap• Salary benchmarks for 2025 (US &amp; UK) and much more.

This directory is your ultimate reference to explore, compare, and choose the best AI models, frameworks, and tools shaping applied AI in 2025 — trusted by engineers, founders, and builders creating real systems. Inside you’ll find:• Top Foundation Models — LLaMA 3, Mistral, Falcon, Gemma, Qwen 2• Embeddings &amp; Vector DBs — FAISS, Qdrant, Weaviate, Chroma• Agent Frameworks — LangChain, LlamaIndex, Autogen• Deployment Tools — Docker, FastAPI, Kubernetes• Observability Stack — LangFuse, LangSmith, Helicone• Ecosystem Links — Hugging Face, GitHub

Build the most in-demand AI skill of 2025. Learn the frameworks and techniques top engineers use to design intelligent systems, debug outputs, and scale real-world AI applications. Get hands-on tools to communicate effectively with models like ChatGPT and Claude. ﻿Inside you’ll find:• Core prompt frameworks (Zero-shot, Few-shot, Chain-of-Thought)• 6 principles of effective prompting• Real-world debugging &amp; troubleshooting guide• Plug-and-play prompt templates• Production-ready best practices• Reflection sheet + curated AI resources

This guide helps you choose the right coding environment for AI engineering — from prototyping in Colab to deploying agents in Cursor or VS Code. Discover how modern “Vibe Coding” tools blend AI, collaboration, and speed to boost productivity. Inside you’ll find:• Top AI Coding Tools — Cursor, Windsurf, Copilot, VS Code &amp; more• Pros &amp; Use-Cases — Know which IDE fits your goals• Role-Based Picks — Best setups for engineers, founders &amp; students• Quick Setup Checklist — From install to first project• Tool Chooser Framework — &amp; much more!

This guide reveals the insider frameworks, technical Q&amp;As, and 30-day prep plan used by real AI engineers to succeed in interviews at top startups and tech companies. Learn how to think, build, and communicate like a professional AI developer. Inside you’ll find: • Sample interview questions &amp; answers • Core skill map: coding, RAG, agents, deployment &amp; observability • Real-world systems design examples • Behavioral &amp; cultural-fit frameworks (STAR method) • 30-day interview prep roadmap • Salary benchmarks for 2025 (US &amp; UK) and much more.

Build the most in-demand AI skill of 2025. Learn the frameworks and techniques top engineers use to design intelligent systems, debug outputs, and scale real-world AI applications. Get hands-on tools to communicate effectively with models like ChatGPT and Claude. ﻿Inside you’ll find: • Core prompt frameworks (Zero-shot, Few-shot, Chain-of-Thought) • 6 principles of effective prompting • Real-world debugging &amp; troubleshooting guide • Plug-and-play prompt templates • Production-ready best practices• Reflection sheet + curated AI resources

This directory is your ultimate reference to explore, compare, and choose the best AI models, frameworks, and tools shaping applied AI in 2025 — trusted by engineers, founders, and builders creating real systems.Inside you’ll find:• Top Foundation Models — LLaMA 3, Mistral, Falcon, Gemma, Qwen 2 • Embeddings &amp; Vector DBs — FAISS, Qdrant, Weaviate, Chroma • Agent Frameworks — LangChain, LlamaIndex, Autogen • Deployment Tools — Docker, FastAPI, Kubernetes • Observability Stack — LangFuse, LangSmith, Helicone • Ecosystem Links — Hugging Face, GitHub

This guide helps you choose the right coding environment for AI engineering — from prototyping in Colab to deploying agents in Cursor or VS Code. Discover how modern “Vibe Coding” tools blend AI, collaboration, and speed to boost productivity. Inside you’ll find:• Top AI Coding Tools — Cursor, Windsurf, Copilot, VS Code &amp; more • Pros &amp; Use-Cases — Know which IDE fits your goals • Role-Based Picks — Best setups for engineers, founders &amp; students • Quick Setup Checklist — From install to first project • Tool Chooser Framework — &amp; much more!

This self-assessment helps you measure your current skills and identify the exact steps to become production-ready — whether you’re a student, engineer, or founder. Inside you’ll find: • Question Readiness Quiz — Assess coding, tools, and AI fundamentals • 5-Pillar Scorecard — Coding, ML concepts, tools, applied practice &amp; deployment • Scoring Rubric — Beginner, Intermediate, or Applied AI-Ready • Personalized Next Steps — Tailored actions for your skill level • 7-Day Fast-Track Challenge — &amp; much more!

Kickstart your AI engineering career&nbsp;with this comprehensive starter toolkit! Get the essential&nbsp;tools, frameworks, and step-by-step roadmap that our successful graduates used to land roles at top startups.Inside you'll find:<ul><li>Must-have AI tools &amp; technologies</li><li>Complete learning roadmap (beginner to job-ready)</li><li>5 hands-on project templates</li><li>Industry insights&nbsp;&amp; hiring trends</li><li>Curated resource library</li><li>Career transition guide</li><li>Perfect for students, developers, and career changers entering AI. This toolkit has helped hundreds break into AI engineering!</li></ul>

Walk out with a complete GTM plan for your next launch — positioning, ICP, launch sequence, and AI-powered execution tools ready to go on 

Exited AI Founder | Co-Founder, Snapdrum

Manu Jayawardana

AI Advisor | Co-Founder, Snapdrum | Scaling a 7 Figure AI Growth Business





AI Founder | Google AI Accelerator Alum

Aki Wijesundara, PhD

AI Founder | Educator | Google AI Accelerator Alum



GTM for Product Managers & Leaders

Director of Data Science

Own the first mile — prototype real AI features using Lovable, Supabase, vector search, and n8n. No dev queues, just shipped demos.

AI Founder | Educator | Google AI Accelerator Alum

AI Advisor | Co-Founder & CEO at Krybe 

AI Advisor | Co-Founder & CEO at Krybe | Co-Founder of Snapdrum

AI Product Management Bootcamp and Certificate

Business Analyst and Software Tester

App Achitect

Become an Applied AI Engineer in 4 Weeks
Build RAG pipelines, AI agents, MCP tools, and production-ready AI apps

AI Engineering Bootcamp & Certificate

Software Engineer

Ship a working AI growth engine you own, can demo, and hand off to any team



AI Advisor | Co-Founder, Snapdrum | Scaling a 7 Figure AI Growth Business


Aki Wijesundara

AI Growth Marketing Certification

Marketing Analytics & Strategy

IT Consultant

🚀 Write, refactor, and optimize code faster using Claude as your AI coding partner.

Claude Code & CoWork for Product Managers and Leaders

Data Annotator 

IT Analyst 

The 30-Minute AI Interview Audit: Where Are Your Gaps?

Five pillars: ML fundamentals, coding for ML, system design, paper reading, behavioural sense — and what good looks like

The 5 competency areas AI companies actually screen for

Rate your confidence across each area. Surface the blind spots most candidates miss until they're mid-interview.

Live self-audit: score yourself in real time

Turn your audit into a prioritised plan targeting your weakest areas first — not 500 random problems and hope.

Building a focused 4-week prep plan from your results

Claude Code in 30 Minutes: Build Software by Describing It

Not autocomplete. Reads your codebase, plans across files, runs tests, commits — executing toward a goal you describe.

What makes Claude Code agentic, not just autocomplete

Founders, PMs, and ops teams now ship real tools by describing outcomes. Define the goal. Claude Code executes.

Who it's actually built for: builders, not just engineers

Stripe: 10,000 lines migrated in 4 days. Ramp: 80% faster incident response. Rakuten: 24 working days down to 5.

Real numbers: what teams are shipping with Claude Code

Claude Design in 30 Minutes: Visual Work, Start to Ship

Not just prototyping. A visual collaborator for designers, PMs, founders, and marketers, powered by Opus 4.7.

What Claude Design actually does

Text prompt, image, doc, or codebase. Each produces different output. We walk through real examples of all four.

How to go from any input to finished visual work

Export to PPTX, Canva, PDF, or standalone HTML. Share within your org. Hand off to Claude Code when it's time to build.

How to export, share, and hand off to Claude Code

Context Engineering in 30 Min: The Senior AI Engineer Edge

Not prompt engineering with a new name. What the model sees, when, and in what structure — now a core AI hiring signal.

What context engineering actually is (and isn't)

The 5 layers: system prompts, retrieval, memory, tool results, history. We walk each one and where most teams go wrong.

The 5 context decisions every AI system makes

A real failing workflow, fixed by restructuring context. No model swap, no fine-tuning. Just better context engineering.

Live teardown: debug a broken AI feature via context

Choose Build vs Buy for AI Systems

When to build custom AI, when to use off-the-shelf, and when a well-crafted prompt is the entire product

Learn directly from The AI Internship