Notes & essays
Writing.
Field notes on building companies, shipping technology and the messy human bits in between. No newsletter pop-ups — just text that respects your time.
Context Beats Tests: An Engineering Discipline for the LLM Era
Why "AI should always TDD" is half-right, and what senior engineers actually do instead. The real leverage stack: Context, Types, Tests, Vibe coding, and where evals fit.
Kas Eesti börsi- ja ühisrahastusturg on muutunud kriisifinantseeerimise varjupaigaks?
Klassikaline finantsteooria ütleb, et börsile minnakse tugeva visiooniga kasvu rahastamiseks. Empiiriline reaalsus Balti turul, eriti First Northi ja Funderbeami näitel, toob aga esile vastupidise mustri — avalik raha kaasatakse tihti siis, kui pangad ja erakapital on uksed sulgenud.
Riigihanked.eu: Navigating Estonian Public Procurement with Confidence
Riigihanked.eu is an intelligent platform that combines Estonian procurement laws, live tender data, and AI document analysis in one place — helping bidders find the right tenders, stay alerted, and win more often.
The Enemy Within: Why the EU Must Purge Russian Intelligence from the European Council
An analysis of Hungary's alleged intelligence pipeline to Moscow from EU Council meetings, and why the European Union must deploy a coordinated containment strategy to protect its geopolitical integrity.
MiCA Panic is Overhyped: Why Builders Should Keep Shipping and Ignore the Legal Noise
The EU's MiCA regulation is not the existential threat lawyers want you to believe. Here is what it actually targets, what it ignores, and why early-stage Web3 builders should focus on shipping code before hiring compliance teams.