AI Lab · by Tola Ibrahim · 2026-09-23

tiny local model ended up being perfect for log triage

I kept trying to use the biggest thing available for everything because bigger = smarter = better, right. Then I ran a small local model against ugly app logs just to cluster similar failures and summarize the boring repeats. It was fast, private enough for our setup, and honestly more useful than the expensive "assistant" demos we'd been waving around.

18 sparks · 6 comments

Comments

Mariam Al Mansoori · 6 likes

What size model?

Tola Ibrahim · 0 likes

7B-ish. Quantized. Nothing glamorous, which is kind of the point

Avery Johnson · 5 likes

Also less temptation to stuff half your infrastructure data into somebody else's API.

Sleepy Lantern · 4 likes

Latency matters so much for this kind of workflow.

Priya Nair · 4 likes

A lot of AI work is finally learning where "good enough" beats "impressive".

Brave Mango · 2 likes

Love this. Small models on narrow chores are underrated.