Advertising Platform
What's the decision path to a world-beating advertising platform?
What's the decision path to a world-beating advertising platform?
What happens to your AI coding setup when you switch agents?
https://www.youtube.com/watch?v=EKG9kX86u0s
Agent-first CLIs need predictable contracts, runtime introspection, context discipline, input hardening, dry-run safety, and explicit operating invariants. This page gives a copy-paste checklist and a design-review template with review prompts and a scorecard.
What separates AI coding environments that amplify output from ones that slow you down?
ANKI spaced repetition software helps to learn and retain knowledge faster using an algorithm originally developed by Super Memo that automatically puts flashcards in front of you with increased space in time until the memory is locked in permanently.
What if your auth library lived in your database, not someone else's cloud?
Who owns your data — and what happens when you need to leave?
What makes an AI agent productive — the model, or the context you give it?
How do you stop an LLM from scoring before researching, or building before defining the problem?
Testing
How does Claude Code connect judgment to computation?
Run parallel Claude Code sessions with Git worktrees
How do you test authenticated flows without fighting the auth provider?
What do you lose when your agent can't import shared context?
The Easiest Way to Use Cursor to build apps.
Given the value of your data footprint is your moat: Is it better to Buy or Build your competitive advantage?
Which ORM lets you write SQL-close queries, handle schema migrations, and deploy to the edge?
How do you ship code safely, repeatedly, and fast?
How does the engineering team ship new features and fix existing issues without blocking either?
Who is winning the race to attract developers?
Optimise for speed to first valuable commit.
How does software go from someone's pain to proven value?
Application or Smart Level Contract standards.
Standard building blocks for EVM compatible blockchains.
The Ethereum Virtual Machine (EVM) functions as a world computer that powers decentralized applications (dApps) running on the Ethereum blockchain.
What does a million-token context window make possible that 200k doesn't?
Every job the Mycelium could serve, scored by where we have unfair advantage — the demand map for composable capabilities
Horizontal features that cross all industries. Each spec covers Key Functions (what it does) and Data Footprint (what data it captures).
How do you build a website that sells AND teaches — using components you already own?
How do you prove who someone is without becoming the single point of failure?
Why do tests pass locally but fail in CI?
What are the best tools for cost to build landing pages? Is this relevant to AI Beings
The idea behind Microfrontends is to think about a website or web app as a composition of features which are owned by independent teams. Each team has a distinct area of business or mission it cares about and specialises in. A team is cross functional and develops its features end-to-end, from database to user interface. Demo app
Will DePIN eat microservices?
What breaks first when a second organisation signs up?
Authentication
What does it take to keep a platform running — and how do you make it better every cycle?
How do you know repositories are fast AND predictable?
What software do you need, should you build or buy it, and how far along are we?
Building, selling and scaling software products with recurring revenue and sustainable growth
Intention: Software's primary job to be done is to align and enable the coordination of meaningful endeavor with effortless ease and minimal need for trust.
A process or set of rules to be followed in calculations or other problem-solving operations.
What are the key principles for architecting systems that enable innovation and are performant?
How do you know the engineering is getting better — not just busier?
Software is eating the world. AI is eating software. Entry point to building and operating software businesses.
Diagrams | Matrices | Thinkers
What makes a business impossible to kill?
What does it feel like to onboard as a developer — and how does that compare to EVM and Solana?
Which gap in the feature matrix justifies this tool — and can you prove it?
What positions does every tech stack need to fill?
Software's job is to help people solve problems that create real world value.
Where do your tests run — and what does that cost?
How do you trust that your code works — and keeps working?
What happens when you scale complexity before you standardize interfaces?
v0 Dev.
Did you deliver what you said you would?
Owning multiple stages from data capture to workflow automation - the VSaaS strategy
Metrics and scoring systems for vertical software - ACV analysis, focus matrices, and KPIs
The technology infrastructure that enables vertical software - DePIN, embedded finance, and the ABCD stack
Team composition and hiring for vertical software - who does the work, human and AI
Strategic truths that guide vertical software success - the 9 Keys to monopolizing your industry
The implementation playbook for building vertical software - GTM, sales motion, and development process
Which verticals to enter, what capabilities each needs, and where the Mycelium gives unfair advantage — scored and ranked
What capabilities will humans need to offer a valuable point of difference when AI dominates intellectual pursuits?