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AI Engineering Field Reports Series' Articles

Back to Michael Truong's Series

Cover image for Schema first, prompt second: valid JSON wasn't enough

Jun 4

Schema first, prompt second: valid JSON wasn't enough

#ai #webdev #typescript #node

3 min read

Cover image for One good example beat every AI writing rule I wrote

Examples carry taste in a compressed form

Jun 12

One good example beat every AI writing rule I wrote

#ai

3 min read

Cover image for The agent plan had every step except where to stop

Branch protection as the only hard stop

Jun 19

The agent plan had every step except where to stop

#ai #automation #programming #governance

6 min read

Cover image for The AI reviewer scored 23/25 and missed the point

Prioritizing analysis over numerical scores

Jun 26

The AI reviewer scored 23/25 and missed the point

#ai #workflow

5 min read

Cover image for Upgrades don't have to be a blind trust exercise

Jul 3

Upgrades don't have to be a blind trust exercise

#ai #webdev #typescript #dependencies

5 min read

Cover image for I fixed my AI reviewer. Then I kept solving the wrong problem

Naming cognitive jobs over rubric tuning

Jul 8

I fixed my AI reviewer. Then I kept solving the wrong problem

#ai #workflow #agents #automation

4 min read

Cover image for Model experiments became an architectural stress test

Models masking hidden system flaws

Jul 17

Model experiments became an architectural stress test

#ai #webdev #programming #testing

5 min read

Cover image for Active players looked real until we asked which sessions counted

Jul 23

Active players looked real until we asked which sessions counted

#ai #webdev #analytics

4 min read