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AI agent

aibeginner

An AI agent is a model plus a harness: the model decides what to do next, and the harness gives it tools and a loop so it can actually go and do it. A chatbot answers and stops. An agent keeps going until the job is done or it gives up.

Most of the quality lives in the harness rather than the model, which is why every AI company now ships developer tooling. Worth knowing that "agent" tells you nothing about how much rope it has: some draft a pull request for you to review, some run unattended against production.

AI agent

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What's going on with open-weight models?

How open-weight models went from a curiosity to great in 2 short years.

Read in the Knowledge Base →

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Software Eng for Vibe Coders: Databases + Storage

Where your vibe coded app actually keeps its data, and how it might break when real users show up.

Foundationaldatabases
What does Turbopuffer do?

And what's going on in the category formerly known as vector databases?

Company Breakdowndatabases
What is Next.js?

The web framework your next vibe-coded app will probably be built in.

Foundationalweb-apps
What's a Package Manager?

And why are AI labs buying them up?

Foundationaldevops

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