Production software with nothing probabilistic in the path of your numbers. AI-led SMS reactivation. Specified and verified. Built in the EU for the EU.merakyconsulting.com NetherlandsJoined September 2026
EU clients ask about GDPR and the AI Act before they ask about features.
Building from the Netherlands, those constraints go into the design on day one, not after legal review.
For regulated businesses, that matters more than a demo.
@heyyyyyieeee Yes! Yes! Yes! It is so much more important to focus on the right process with AI than when doing traditional development.
If you do, you end up with well written, bug-free code. If you don’t…
@alidougru If I do my math right, that is about 16,5 calls per hour, 3 hours per day, 5 days per week and 4,3 weeks per month.
Totally doable. However, how many actual conversations did you have?
Where did you get your leads from?
One current project: modernising a humanitarian charity's fund accounting system.
Constraints: donor restrictions, audit trail, a small finance team.
Stack: PHP 8.4, MySQL 8, PHPStan at level 9.
Boring tech, on purpose. Auditors don't want clever.
@ezraklein@reedhastings I get the argument but AI is not a person. The result of AI - software or other output - if it creates value will be taxed. Taxing AI would effectively result in double taxation…
My rule for AI in financial systems:
- Nothing probabilistic sits in the path of the numbers. Test data is fine, but don't guess and present as real.
- AI can read, classify, draft and flag. Every figure that reaches a ledger or report comes from deterministic, testable code.
AI coding agents don't lower the bar for verification. They raise it.
Code is cheap now. Wrong code is still expensive.
The costly failures aren't typing errors. They're specification errors that shipped too fast.
I don't write the code for the systems I build.
I write the spec, set the architecture, define the tests and direct AI agents to implement it.
The work didn't get easier. It moved from typing to deciding exactly what "correct" means.
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