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AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Burr vs LLMs-from-scratch

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Burr

Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.

Best matched with other interface tools.

2.0K
Stars
0
Weekly
43/100
Health
LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Best matched with other interface tools.

106.0K
Stars
+6.6K
Weekly
67/100
Health

Quick Take

Adoption

LLMs-from-scratch has the larger GitHub footprint with 106.0K stars.

Momentum

LLMs-from-scratch is currently growing faster at +6.6K stars this week.

Maintenance

LLMs-from-scratch has the stronger automated maintenance signal at 67/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalBurrLLMs-from-scratch
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars2.0K106.0K
Weekly growth0+6.6K
Health scoreWatch43/100Healthy67/100
Contributors4767
Commits per week4.30.8
Open issues974
LanguagePythonJupyter Notebook
LicenseApache-2.0NOASSERTION
Last commit2026-05-12 00:06 UTC2026-10-02 14:55 UTC
Last releasev0.42.0-incubatingN/A

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