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Articles
Operator notes on building, launching, and scaling software companies.
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Selected work — software products, AI tools, and growth systems shipped for founders.
Browse portfolio →Fresh from the blog.
AI Model Evaluation Guide for Startup Teams
A model that looks impressive in a demo can still fail the first week real customers use it. It may invent account details, take six seconds to answer a simple question, mishandle a document format, or make every successful interaction too expensive to scale. This AI model evaluation guide is built for founders and ...
Product Studio Comparison for Startup Founders
A product studio comparison becomes urgent when you have a credible idea, a limited runway, and no appetite for spending six months managing separate developers, designers, growth advisors, and fundraising consultants. The wrong partner can produce a polished product that no one buys. The right one helps turn your m...
SaaS Development Reviews That Predict Business Results
A five-star rating does not tell you whether a SaaS partner can help you reach launch, win early customers, or make a credible case to investors. The SaaS development reviews that matter most reveal how a team performs when requirements shift, technical decisions affect revenue, and founders need momentum rather tha...
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