Insights

The Psolvely Blog

Practical thinking on legacy modernization, building MVPs, and deploying AI that actually works.

Launch Your MVP — non-technical founders building products without burning $1M

June 1, 2026

How Non-Technical Founders Can Launch an MVP Without Burning $1M: The Psolvely Partner Model

Non-technical founders do not need a $1M budget or a CTO to launch an MVP. The real risk is waiting too long or hiring the wrong team. This guide shows how Psolvely helps you move fast, spend wisely, and land a working product with a partner who shares your risk and reward. Includes a real-world success story and a clear call to action for early-stage founders and business leaders.

Rusty DavisRead more

May 22, 2026

What App Instability Actually Costs You (And How to Calculate It)

A one-hour outage at a mid-size SaaS company costs far more than most expect. The direct revenue loss is just the start. Here is how to put real numbers on app instability, and why fixing it pays off faster than most think.

Rusty DavisRead more

May 20, 2026

The Business Risk Your Board Doesn't Know It's Carrying

Your board tracks revenue, churn, and burn. Almost none of them track application instability as a business risk. That gap doesn't protect you. It just means when the system fails, the board finds out the hard way. Here is how to change that conversation.

Rusty DavisRead more

May 19, 2026

Your Engineering Team Isn't the Problem. Your System Is.

It's 2am. Your on-call engineer just got paged. Again. And the fix is a bandage on a bandage on a system nobody fully understands anymore. The problem isn't your team. It's your architecture. Here is how to tell the difference, and what to do about it.

Rusty DavisRead more

May 15, 2026

The Real Cost of Legacy Systems Nobody Puts in the Budget

Deferring legacy modernization looks rational on paper — the risk is real, the cost is visible, and the system technically still works. But every quarter you defer, the actual cost compounds in ways that never show up on a single line item. Here's how to see the full picture.

Rusty DavisRead more

May 13, 2026

Application Stabilization: From System Crisis to Operational Control

3 AM pages. Rollbacks that don't hold. A team that's exhausted and losing faith. If your system is actively in crisis, incremental improvement isn't enough. You need a focused stabilization engagement. Here's what that looks like and what it delivers.

Rusty DavisRead more

May 11, 2026

How to Modernize a Legacy Application Without Stopping Everything

Big-bang rewrites fail more often than they succeed. Incremental modernization, done right, lets you retire legacy systems in phases without halting the business. Here's the actual methodology, including how to pick your starting point and sequence a 3-6 month sprint.

Rusty DavisRead more

A haunting look into legacy code challenges

May 8, 2026

When the Last Person Who Understood Your System Leaves

The engineer who built your legacy system left three weeks ago. Now your team maintains code nobody fully understands, and every change feels like defusing a bomb. Here's how teams end up in this situation, what it's actually costing you, and how to start getting out.

Rusty DavisRead more

May 6, 2026

Legacy Modernization Myths That Are Costing You Time and Money

Most legacy modernization projects fail before they start. Not because of bad code, but because of bad assumptions. These five myths are the most common culprits. Here's what's actually true, and what a smarter approach looks like.

Rusty DavisRead more

April 28, 2026

Identifying Agent Hallucinations

Hallucintations in AI are real. Discover how to use AI to help you identify when it is going off the rails.

Rusty DavisRead more

How Non-Technical Founders Can Launch an MVP Without Burning $1M: The Psolvely Partner Model