Library

A practical end-to-end guide for building, deploying, and managing AI-generated web apps — from planning your first prompt to going live with GitHub, Vercel, payments, analytics, and monitoring.

A practical roadmap for breaking into product management — covering skills, AI fluency, portfolio building, your first role, networking, and a full 12-month plan.

For designers who want to be indispensable, not just employable. Covers the full-stack designer model, AI tools, systems thinking, working like a founder, and building a portfolio that shows thinking rather than decoration.

You don't need to write code to build a successful startup, but you do need to understand how software gets built. Learn the engineering workflow, team structure, and technical fundamentals that help non-technical founders make better decisions and work effectively with developers.

A practical, startup-ready template for writing user stories with detailed considerations that align product, design, and engineering.

A practical framework for structuring Product Requirement Documents across three critical layers: clarity, growth, and technical execution.

A structured template that helps founders and product teams validate markets before building. Covers customer segments, problem validation, market size, competitor analysis and more.

How team composition and incentives shape product outcomes more than tools or frameworks.

Why your product roadmap is probably a lie, and why that's actually okay if you know it.

Why mistaking your roadmap for strategy leaves your product without real direction.

Confusing tools with systems is one of the most expensive mistakes startup teams make.

Why growth spikes from hacks feel like progress but are often disguising fundamental product weakness.

Building internal clarity and alignment on your product story before you go to market externally.

A step-by-step method for identifying and eliminating operational friction before it kills your team.

Stop chasing growth tactics when your real problem is that users don't yet feel the value.

Why marketing failures are almost always symptoms of broken underlying systems, not bad campaigns.

How unnecessary meetings quietly drain startup velocity and what to do about it.

Why the biggest product failures are rooted in broken thinking, not broken execution.

How engineering, product, and design actually work together, and where most teams get it wrong.

Going back to teaching agile fundamentals and the surprising things it reminded me about product work.

Key challenges, emerging trends, and what product managers need to focus on heading into 2025.

A frank look at overreach, misunderstood markets, and the real reasons African startups struggle.

Understanding the difference between being at the table and having a seat that actually matters.

Why adding features is rarely the answer, and what it actually means for your product strategy.

How to balance product ownership and system ownership in modern agile product teams.

Why speed of learning and iteration is the most overlooked competitive advantage in product.

The paradox of MVPs that are too polished to teach you anything meaningful about the market.

How to define a product north star metric that genuinely aligns vision with business outcomes.

How to implement first principles thinking to solve hard product problems from the ground up.

A framework for ensuring your product roadmap drives real business outcomes, not just features.

What most founders get wrong about agile, and what iterative product development actually means.

The underappreciated advantages that exist inside every early-stage team if you know where to look.

Why chasing CTO, CPO, and other titles before building real structure leads to empty roles.

The real work of transitioning from PM to founder, and what one year in actually feels like.

Why building soulless products under the startup label is the fastest path to irrelevance.

Stop prioritising user feedback that will never translate into revenue or retention.

Why startups that skip the rethink phase fail even when they have great execution.

Why product management is fundamentally about experience and business outcomes, not task completion.

The discipline and execution gaps that cause even well-built products to collapse in the market.

African street hawkers understand positioning, urgency, and distribution better than most GTM teams.

The five pivotal mindset changes that transformed my journey from product manager to product leader.

How to align your revenue model with the value you actually deliver to users.

Why AI must be treated as a core advantage layer, not a bolt-on feature in modern products.

Why the future of product-led growth belongs to African builders who understand local contexts.

Lessons from 2025 on why sustainable progress matters more than short-term velocity.

The foundational mistakes that doom startups long before product-market fit is even possible.

Why organizational purpose must be lived through decisions, not written on walls.

The difference between urgency and chaos, and why confusing them kills product teams.

Why startups and product teams need governance structures early to scale sustainably.

Why great products are defined by experience and value, not just technology or code.

A practical framework for evaluating product and business systems using a structured checklist approach.

Marketing is no longer about posting content. Covers positioning, GTM models, growth metrics, the AI marketing stack, and how to build a real marketing career that compounds.

The future belongs to people who can coordinate people, AI agents, systems, and execution. Covers delivery frameworks, the expanded operations skill set, automation design, and the path to AI Operations Manager and Chief of Staff.

Architecture & Security for Vibe-Coded Products

What happens after the vibe coding stops: how to think about architecture, auth, data integrity, and security for products built with AI assistance.

How to build, ship, and scale software in the age of AI — covering product engineering, AI development workflow, deployment, infrastructure, open source, and a 5-year growth roadmap.

Mastering Your AI Coding Stack

A deep dive into the tools, workflows, and mental models that make AI-assisted coding actually work — ranked and battle-tested over six months of real builds.

AI-Assisted Product Development: From Idea to Launch

A practical, end-to-end playbook for shipping real products using AI as your co-builder — from validating the idea to cutting the first release.

A first-hand account of outgrowing a prompt-to-app tool while building Product Slice HQ, and what makes AI-assisted development inside a real codebase a fundamentally different and more stable choice.

Six months of building across multiple AI coding platforms, ranked honestly: why Claude Code plus Stitch sits at the top, what makes the Google AI suite a strong second, and why the right stack depends on how you actually work.

A practical breakdown of the AI coding tools, models, and workflows worth using in 2025 — ranked by real-world usefulness, not hype.

A battle-tested folder structure for AI-assisted projects — organised for clarity, context efficiency, and the kind of codebase that stays navigable as your product grows.

The architectural decisions that separate vibe-coded projects that survive from ones that quietly fall apart — and why structure, data design, and security need to come before any feature work begins.

A practitioner's guide to moving from a single paying customer to a product with real structure — validation loops, scope decisions, and the moments that decide whether you ship or spiral.

A step-by-step setup guide for solo builders using Claude Code — covering project structure, CLAUDE.md configuration, custom commands, and the workflow patterns that keep AI-assisted development fast and focused.

The structural thinking every AI-assisted builder needs — how to organise your codebase, manage state, and make decisions that don't collapse under pressure.

A behind-the-scenes look at three real AI-assisted builds this year — Product Slice HQ, Product Nerve AI, and AttriHub — including what broke, what it cost in time and patience, and what all three taught me.

A structured canvas for product builders that combines the OCP framework with the SPARK methodology — map your opportunity, define your bets, and move from idea to traction without losing the thread.

Why copying popular apps is a reliable path to giving up the moment something breaks, and what to build instead — the thing that has frustrated you personally long enough that fixing it actually feels worth the effort.

A five-part framework for shipping something real with AI tools: keep the first version to one customer, one problem, and one killer feature — and why tight scope matters even more with prompt-to-app platforms.