Ideas for what comes next.
Practical perspectives on building software, applying AI, and making better technology decisions.
3 ARTICLES
What Is Jev? The System 1 AI Model and How Businesses Can Use It (2026)
Jev, from Typesafe, is an AI model built for snap decisions rather than open-ended writing. It answers in three fixed shapes: true or false, a pick from a list, or a score on a scale. That makes it far faster and cheaper than a general LLM. Pair it with a model like Claude and you get cheaper agents, high-volume classification automations, and app features that used to cost too much to run.
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How to Choose the Right Custom AI Software Development Company: A 10-Point Checklist (2026)
To choose the right custom software development company, verify relevant portfolio experience, a transparent process, realistic timelines, clear pricing, written code-ownership terms, direct access to engineers, post-launch support, and checkable references then confirm cultural fit through how honestly the team pushes back on your brief.
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Custom vs. Off-the-Shelf Software: How to Choose the Right Path for Your Business
Custom software is built specifically around your business processes and offers full ownership with no per-seat fees, but costs more upfront. Off-the-shelf software is cheaper and faster to launch but limits customization and scales in cost as your team grows. Choose custom software when your workflow is a competitive advantage; choose off-the-shelf when your needs are standard and budget is tight.
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