How to Redesign Your Website Without Losing Your Google Rankings or AI Search Mentions
A new website can quietly cost you your Google rankings and your mentions in ChatGPT. Here is what a redesign breaks, and the order that keeps both.
Software decisions compound. A pricing model picked in week three of a SaaS launch sets the unit economics for years. A custom CRM that fits your sales motion saves a hire by month three. An AI layer scoped well in month one delivers measurable lift by quarter one. Three solid pieces from this archive should remove at least a week of guessing from the next decision in front of you.
Walk in mid-decision and walk out with a sharper view of it. Whether you are weighing build vs buy, picking a framework, scoping an AI layer that looked easy in the demo, redesigning a UX flow that loses users at step three, or deciding whether to keep patching a migration that quietly grew over months. The next decision should feel less guesswork-shaped.
Topics here range across AI implementation, SaaS strategy, custom CRM, HR tech, e-commerce, software engineering, data and analytics, design and UX, and domain-specific software for financial markets, TradingView, and real estate. Plus inside stories: short reads on what we learned building real products for real businesses.
The best software idea in your industry is hiding in the workaround everyone tolerates. Here is why knowing a single industry deeply beats building for everyone.
How to Pick the Right AI Orchestration Framework for Your Product
Your developer stopped answering and the software is half-built. Here is what to secure first, what you actually own, and how to decide whether to finish, fix, or rebuild.
What fine-tuning data really needs to look like, the 3 signs your data is not ready yet, and what nobody tells you about the labelling that produces it.
A new website can quietly cost you your Google rankings and your mentions in ChatGPT. Here is what a redesign breaks, and the order that keeps both.
The 3 levels of "industry-trained AI" being sold today, how to tell which one you are being pitched, and when to buy versus build.
The 7 admin AI workflows already cutting staff hours in schools across every size, and the 3 ideas that keep getting pitched but fall apart on real students.
How to pick between open-source models (Llama, Mistral, Qwen) and closed-source models (GPT, Claude, Gemini) for a custom product build.
One article a fortnight. No fluff, no product pitches — just substantive thinking on building vertical software that works in the real world.