Atheria/Insights

We write whatwe'd want to read.

Field notes from the studio and the academy. Engineering writeups, post-mortems on what didn't work, and the occasional opinion. No content marketing.

3 posts · most recent ↓

★ Featured

Field notesApr 30, 2026

Stop building AI features. Build AI workflows.

Most 'AI features' end up as demos that haven't met production. Workflows survive contact with real users because they're measured.

Olamide Ade · 6 min readRead post

── All writing

EngineeringApr 14, 2026

The eval pipeline that finally caught our hallucinations.

9 min readRead

AcademyMar 28, 2026

What we learned shipping 18 student projects in 8 weeks.

5 min readRead

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