Ideas for a clearer life

Less noise. More intention.

In-depth, practical guides on productivity, personal organization, and better decisions.

How to Reduce AI Application Costs Without Losing Quality

Practical ways to lower AI application costs with caching, smaller models, asynchronous processing, and better API call design.

Retrato de Davidson Lapointe

Davidson Lapointe

AI Solutions Architect | Full Stack | Intelligent Automation

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Vercel or Coolify? Choose by architecture, not by hosting price

Vercel and Coolify solve different problems. Learn when managed speed matters, when operational control makes more sense, and why the best answer is often a hybrid setup.

Retrato de Davidson Lapointe

Davidson Lapointe

AI Solutions Architect | Full Stack | Intelligent Automation

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Does AI solve every problem? When to use AI and when to use rules

Not every problem needs AI. In many cases, business rules are cheaper, more predictable, and easier to maintain. Here’s how to decide.

Retrato de Davidson Lapointe

Davidson Lapointe

AI Solutions Architect | Full Stack | Intelligent Automation

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