- **Llama 4 / Llama 405B variants (Meta)** — Best open-source frontier performance
excellent for self-hosting
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34,574 skills indexed with the new KISS metadata standard.
excellent for self-hosting
writing quality
very large context windows
always tailor to the process):
real-time knowledge via X
function calling
- **Developer Guide**: See `/development/README.md` for architecture and contribution guidelines
Cog came from Andreas's experience at Spotify and Ben's experience at Docker.
20% time savings
dependencies
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
some inconsistency |
then issue your verdict with clear reasoning.
evaluate these dimensions (suggested weights for averaging: e.g.
well-defined data
consistent data
implicit knowledge
but goals or data are unclear. AI could assist with insights
provide a structured assessment.
time saved
software
time
creativity
ethical