The journal

Notes from the studio floor

Plain-English writing on what we're building, what we're seeing, and what actually works in 2026 for AI-first software companies. No recycled listicles.

Featured · 15 June 2026

When to Stop Paying for Google Ads and Bet on Organic: A Founder’s Honest Switching Guide

Paid ads buy time, not traction. Here's how Australian founders know when the economics have shifted — and how to sequence the move to organic without killing revenue.

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More from the journal

14 June 2026 · Uncategorized

What to Build When Your MVP Validation Fails: The Pivot Decision Framework for Australian Founders

Your MVP launched, the data came back wrong, and now you're staring at sunk cost. Here's how to decide what to salvage,… Read ›

13 June 2026 · Uncategorized

Founding a SaaS on Someone Else’s Infrastructure: The Platform Dependency Trap

Building on top of a third-party platform feels fast — until that platform changes its API, hikes fees, or shuts down. Here's… Read ›

12 June 2026 · Uncategorized

When Your SaaS Outgrows Its Database: How to Know, and What to Do About It

Most founders don't see the database ceiling coming until it's too late. Here's how to spot the warning signs early and choose… Read ›

11 June 2026 · Uncategorized

When to Rewrite Your SaaS Instead of Refactoring: A Founder’s Honest Guide

Refactor or rewrite — it's the most expensive decision a founder can make. Here's how to read the signals and avoid the… Read ›

10 June 2026 · Uncategorized

API Versioning Strategy for SaaS: How to Change Your Contracts Without Breaking Your Customers

Most SaaS teams ignore API versioning until it's too late — here's the strategy that lets you ship breaking changes without torching… Read ›

9 June 2026 · Uncategorized

Webhook-Driven Workflows vs Polling: The Architectural Choice That Haunts Your Integration Layer

Most founders don't think about webhooks vs polling until their integration layer starts failing at scale — here's how to get it… Read ›

9 June 2026 · Uncategorized

Multi-Tenant SaaS Architecture: Decisions You Cannot Undo Later

Choosing the wrong multi-tenant model early costs hundreds of thousands to fix. Here's what actually matters. Read ›

7 June 2026 · Uncategorized

RAG Done Right: A Practical Architecture for Australian Startups

Retrieval-Augmented Generation works—but only if you build it correctly. Here's how to avoid the common failures and ship something that actually scales. Read ›

7 June 2026 · Uncategorized

Building an AI Agent That Actually Works in Production

Most AI agents fail in production. Here's what separates working systems from expensive chatbots that break when they meet real users. Read ›

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The AI SaaS Buyer's Checklist

17 questions to ask before signing any AI SaaS quote. We wrote it after watching too many founders pay for what was essentially a GPT wrapper and a maintenance bill.

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