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Industry Trends
One maintenance plan is pricier than another, and most owners can't tell why, because 'maintenance' has no standard spec. This article uses an included-vs-not-included table to break down what a monthly fee usually covers, what needs a separate conversation, what 'monthly engineering capacity' means, and five questions to filter any plan.
AI Research
Backups on an AI-built product are almost always missing, because backups were never a feature — nobody thought to ask AI to build them. This article unpacks three common misconceptions, explains why the database and uploaded files need separate backups, gives four minimum standards, and explains why it only counts as a backup once you've tested restoring it.
Technical Sharing
Before handing over the code, what an owner most wants to know is "what exactly are you looking at." This article spells out the four areas of a system health check and the three things actually reviewed in each, plus the process: a 60-minute meeting, no production credentials needed, a one-page report, and one of three conclusions.
Industry Trends
"How much does hiring someone cost versus going external, which is cheaper" is the wrong question, because the two options don't buy you the same thing. This article skips salary figures and lays out the cost structure of each choice instead — what you get, what you carry, what you give up — with three questions to help you figure out which type of company you are.
Industry Trends
A contract that just says "provides system maintenance services" makes every excuse technically valid when something goes wrong. This article expands the four places a maintenance contract needs to spell out clearly: why each one matters, the common vague wording, what you should ask for instead, and our own contract's actual wording as a benchmark.
AI Research
A product built with AI tools is usually feature-complete but empty on the defense side, because nobody told it to lock the doors. This article uses plain-language scenarios to explain what happens with three landmines — permissions, keys, and input validation — with a five-minute three-question self-check and the order to fix them in.
Technical Sharing
A system that's been called both "don't touch it" and "beyond saving" shouldn't have its fate decided by gut feeling or by whoever wants the rebuild contract. This article gives four checkpoints: is it still readable, can the data be exported, can the architecture hold for two more years, and is fixing versus rebuilding really the same math — each with signals pointing toward saving it or toward rebuilding.
Industry Trends
Without a tech lead, system decisions usually fall to the owner, the outsourcing vendor, or whoever in the office is best with computers. This article covers the four things Helper CTO does, how it differs from a consultant, a staffing agency, and a typical outsourcing vendor, why the same team matters most, and how to start with a system health check.
AI Research
A product built with Cursor, Claude Code, or Lovable can demo well, but when it's time to hand it to real customers, you don't know what's still missing. This article lists five things most commonly missing — security, backups, monitoring, deployment, error handling — one question to ask yourself for each, a 10-minute self-check, and the order to fix them in.
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