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N.18

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Infrastructure

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7 min read

Choosing a model per task, not per company

Choosing a model per task, not per company

Choosing a model per task, not per company

Kofi Mensah

Automation engineer

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FIG. N.18 — Model choice per step

Field note

Number

N.18

Category

Infrastructure

Read time

7 min read

Author

Kofi Mensah

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There is no best model, only the best model for a step. Classification, extraction and writing have very different needs.

01 — Test on your cases

We replay 200 of your real cases against each candidate and pick on accuracy first, then speed, then cost.

02 — Swap without rebuilding

Because every step has a spec and a test suite, changing a model is a one-line change with a report attached.

Infrastructure

Related notes

Related notes

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N.24

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Method

How we scope an agent in 45 minutes.

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N.23

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Infrastructure

Where your data lives when an agent runs.

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N.22

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Teardown

Month-end close, rebuilt with three agents.

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Let’s build
something useful.

Have a software engineering opportunity or an AI application to discuss? Reach me at akilalsharafi@gmail.com. Based in Ibb, Yemen; working in Arabic and English.

Output · 01

Email Akil

↗

Let’s build
something useful.

Have a software engineering opportunity or an AI application to discuss? Reach me at akilalsharafi@gmail.com. Based in Ibb, Yemen; working in Arabic and English.

Output · 01

Email Akil

↗

Let’s build
something useful.

Have a software engineering opportunity or an AI application to discuss? Reach me at akilalsharafi@gmail.com. Based in Ibb, Yemen; working in Arabic and English.

Output · 01

Email Akil

↗

Let’s build
something useful.

Have a software engineering opportunity or an AI application to discuss? Reach me at akilalsharafi@gmail.com. Based in Ibb, Yemen; working in Arabic and English.

Output · 01

Email Akil

↗