What we've learned from taking over and maintaining real systems — not trends we read somewhere else.
Want to see how this thinking applies to your own system? About the Helper CTO System Maintenance Plan
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Industry Trends
"You don't sign a one-year contract — how do you guarantee you'll take it seriously?" In reality, a lock-in contract usually protects the vendor's revenue, not your system. This article covers why cancel-anytime means proving ourselves every single month, who owns the code and documentation after you stop, and the situations where we'll actually suggest you cancel.
AI Research
Handing off a product built with AI tools to an engineer without preparation means the engineer spends half their time hunting for things. This article gives non-engineer owners four handoff essentials: where the code is, how to run it, which external services were used, and which features you actually wanted — and explains why an evaluation only needs read access to the code.
Technical Sharing
"A rebuild is actually cheaper" is the hardest of the three health-check conclusions to write, since it means most of the original investment has to be written off. This article honestly lists the four situations where we reach that conclusion, what to preserve in a rebuild — data, process, accounts — and why recommending a rebuild doesn't mean you have to hire us.
Industry Trends
Every time an engineer or vendor changes, you re-explain how your company runs, they re-read the code, and the risk of a mistake in between is still yours. This article breaks down the three stages of that cost, explains why 'same team' is our principle, and how leaving you the documentation and letting you cancel anytime keeps you from being locked in.
Industry Trends
If you already have maintenance but the feature you want keeps not getting scheduled, it's usually not the vendor slacking off — it's asking a plan built for "holding steady" to deliver "moving forward" results. This article gives three signals it's time to move up, how maintenance plus development capacity is priced, and when to scale back down.
AI Research
A prototype built with AI tools runs and demos fine, but when it's time to go live, many owners rush to add features and end up with something no one dares touch. This article defines maintainability in four plain terms — understandable, changeable, observable, recoverable — and gives the order to fix them in.
Technical Sharing
The website still runs, but the domain, hosting, and source code are all registered under a vendor you can no longer reach — so you can't change, migrate, or hand anything off. This article covers how to trace all three back by checking registration, billing, and the repository, what to do if you can't get them back, and why the first move afterward is a health check.
Industry Trends
"You haven't even looked, and you're saying you can't quote a price?" often makes people uncomfortable, but drawing the line upfront saves time for everyone. This article lists, as-is, the four situations we take and the five we don't, explains the reason behind each one, and explains why we always refuse to quote a price without a health check first.
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