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

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

AI can generate a competent interface in minutes. So what is user experience strategy for now? A CTO’s take on what AI commoditized and where design s...

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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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When desktop still wins: heavy performance, offline-first work, deep hardware access, security and compliance, heavy internal tools, Full Scale

June 15, 2026

Desktop Application Development in 2026: When You Still Need It

Desktop application development in 2026, from a founder who started in VB6: what it means, when desktop still beats the browser, and how to build it.

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Three people work on laptops in a modern office with text overlay: "where the money actually goes. Software Development for Startups. A 4x founder's field guide.

June 15, 2026

Software Development for Startups: A 4x Founder’s Field Guide

Software development for startups, from a 4x founder who’s built two: where the money goes, when to hire vs. augment, and what actually kills early pr...

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A comparison table showing differences between product manager and product owner by role, ownership, time horizon, and who they work with.

June 15, 2026

Product Owner vs. Product Manager

Product owner vs. product manager: the product manager owns why and what to build for the market, the owner turns that into a sprint by sprint backlog...

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software-development-cost-calculator hero, Full Scale

June 15, 2026

Software Development Cost Estimation: A 2026 Calculator + AI Guide

Software development cost estimation in 2026: use our interactive calculator, then see the five ways AI-powered engineering changes the real cost math...

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What a CPO owns: product vision and strategy, the roadmap and priorities, customer understanding, and product outcomes, Full Scale

June 15, 2026

What Does a Chief Product Officer Do?

What does a chief product officer do? A CPO owns the product vision, strategy, and roadmap, and is accountable for the outcomes it delivers.

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