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Insights, tips, and stories about software development, offshore teams, and scaling your tech company.

Dark hero graphic with a laptop and a wall of customer feedback sticky notes, captioned building got cheap, demand stayed hard, for an article on product-market fit

June 20, 2026

What Is Product-Market Fit? The Only Hard Problem AI Hasn’t Solved

Product-market fit was always the real problem. Now that AI made building cheap, it’s the only one left. What it is, why it’s hard, and how to find it...

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Not every agile benefit is equal: the honest scorecard on which ones survive the AI era, Full Scale

June 20, 2026

Benefits of Agile Development: Which Ones Survive the AI Era

The benefits of agile development aren’t all equal. See which ones AI made worth more, which it quietly demoted, and which still matter for your team.

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How to choose, by stage: stack funding resources to fit what you build next, Full Scale

June 20, 2026

Funding Resources for Tech Startups: What Each One Lets You Build

Funding resources for tech startups, from grants to venture capital, judged by what each one lets you build and who you can hire. A 4x founder’s take.

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What investors are really buying: the six things investors look for in a startup, from revenue traction to team depth, Full Scale

June 20, 2026

What Do Investors Look For in a Startup? The Technical Bets Behind Every Check

What do investors look for in a startup? A 4x founder who bootstrapped to a $147M exit breaks down the technical bet behind every check, and how to be...

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Text on a dark background reads: "no single best unit match it to the job. The Best CSS Unit for Responsive Web Design. rem, clamp(), container queries, and what to use when.

June 20, 2026

The Best CSS Unit for Responsive Web Design

The best CSS unit for responsive web design isn’t one unit. A guide to rem, em, clamp(), viewport and container query units, and what to use when.

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Securing a remote team: Full Scale keeps 300+ distributed engineers secure

June 20, 2026

Security Practices for Remote Teams: How We Secure 300+ Engineers We’ve Never Met in Person

Remote work security best practices from someone who runs 300+ distributed engineers. Why offshore security isn’t a special discipline, and what to de...

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How to write a tech startup business plan in the AI era, Full Scale

June 20, 2026

How to Write a Tech Startup Business Plan in the AI Era

A tech startup business plan looks different in the AI era. Here’s what still belongs in writing, what your prototype now proves, and what AI can’t to...

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Diagram-style hero: generative AI did not kill traditional machine learning

June 20, 2026

AI vs. Machine Learning: What Generative AI Actually Changed

AI vs. machine learning was never a rivalry, and generative AI didn’t kill traditional ML. Here’s what actually changed in 2026, and who you should hi...

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How AI changed user experience strategy: AI makes the screens, you make it matter

June 20, 2026

How AI Has Changed User Experience Strategy

How AI changed user experience strategy: screens are nearly free now, so the work moves to research, differentiation, and the design system. A CTO’s t...

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Virtual reality development trends: a developer wearing a VR headset, with the headline the hype is deflating, the use cases aren't

June 20, 2026

Virtual Reality Development Trends: The Talent Math That Decides What You Build

Virtual reality development trends in 2026, read as an engineering-spend decision: why the talent math, not the headset hype, decides what you should...

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A close-up of illuminated red and green buttons with the text, "AI writes the code now you need a kill switch. Why Use Feature Flags? Because of AI!.

June 20, 2026

Why Use Feature Flags? Because of AI!

Why use feature flags? Because AI now writes most of your code. Flags decouple deploy from release so you ship fast and kill a bad release in seconds.

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Research scientist vs machine learning engineer: research scientists are overkill for most business computer vision, ML engineers are the ones who ship it, Full Scale

June 20, 2026

Machine Learning in Computer Vision: You Don’t Need a Research Lab to Ship It

Machine learning in computer vision used to mean a research team. In 2026 it’s mostly engineering. A CTO’s guide to building it, buying it, and who to...

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St. Louis skyline with the Gateway Arch at sunset, overlaid with text: "st. louis is badly underrated. Top Startups in St. Louis. A founder's field guide to the companies built here.

June 20, 2026

The Top Startups in St. Louis: A Founder’s Field Guide

A founder’s field guide to the top startups in St. Louis: the newest names, who is raising money now, the big exits, and the giants you never knew sta...

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A digital conveyor belt moves code and data screens under a spotlight; text reads "Code shipped isn't done" and discusses success as customer outcome, not just code delivery.

June 17, 2026

Your Definition of Done Is Wrong.

The standard definition of done stops at shipped code. Real done is when the customer’s problem is solved, and AI just made that the only one that mat...

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A server room with illuminated racks and the text “test by blast radius, not by checklist. Software Testing Strategies. A risk-based playbook for engineering leaders.”.

June 15, 2026

Software Testing Strategies Are a Leadership Decision, Not a QA Checklist

Software testing strategies work best as a risk decision, not a checklist. Test by blast radius: what actually breaks the business if the code is wron...

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