Mening: The App That Remembers Which Mistakes You Repeat

Mening: The App That Remembers Which Mistakes You Repeat The Problem There is a specific wall in language learning that no app addresses well. You reach the point where you understand almost everything you read and hear, you can hold a conversation, and your writing is comprehensible — and then you stop moving. B to C. The remaining gap isn’t vocabulary and it isn’t grammar you’ve never met. It’s a small set of errors you make over and over, for years, because nothing in your day ever names them. ...

July 25, 2026 · 9 min · Aleksandr Likhachev

Metsä Advisor: Finnish Forest Intelligence on Three Open APIs

Metsä Advisor: Finnish Forest Intelligence on Three Open APIs The Problem Finland has about 344,000 private forest holders. Most own forest as a secondary asset, not a full-time profession. They all ask the same two questions periodically: what’s actually on my property, and what is it worth right now? The data exists. Three Finnish government agencies publish it under CC BY 4.0: Maanmittauslaitos — cadastral boundaries via OGC API Features Metsäkeskus — forest stand inventory via WFS Luke — regional stumpage prices via PxWeb The problem is the plumbing. Three protocols, three data shapes, schemas that assume you already know what you’re looking at. Metsä Advisor is an agent that does the assembly. ...

April 21, 2026 · 7 min · Aleksandr Likhachev