Kodeark field notes
Clearer thinking forbetter products.
Practical notes on what to build, what to improve and what to leave alone.
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Choose the problem you are solving.
Short, specific guidance for founders and product teams who need a useful next move.
Why clinicians quietly abandon software that adds work
A health tool can be good and still go unused. If it adds clicks to a clinician day, it gets worked around.
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Before you rebuild your product, check these five things
A rebuild can feel decisive. Often, the real problem is smaller, more specific, and much cheaper to fix.
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A shorter form will not fix a trust problem
In digital health the visitor is not weighing convenience. They are weighing safety. Conversion moves when the page earns trust.
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What is actually worth automating with AI?
The best automation removes repeatable drag while keeping judgement exactly where it matters.
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Why most health apps lose the patient in the first week
In digital health the sign up is the easy part. The product has to earn the second visit, and most never do.
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More features will not fix a conversion problem
When people hesitate, the answer is usually clearer value and lower risk—not a longer feature list.
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The B2B conversion mistakes that quietly cost you pipeline
A higher conversion rate can still lose you money. The costly mistakes hide in what you measure and how fast you follow up.
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The onboarding problem hiding inside your product
Onboarding rarely ends after the welcome screens. The hardest part often appears one action later.
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Why a vague value proposition quietly loses you revenue
Thin leads often look like a traffic problem. Just as often the first line of the page is failing to say what you do and who it is for.
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How to scope an MVP without building the wrong thing
A useful MVP proves one risky assumption. It is not a smaller version of every idea in the roadmap.
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What a useful product review should actually tell you
The output should not be a pile of opinions. It should make the next decision easier.
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