Skip to content
Cogferra logo
CogferraAI Labs
Launch80 Join Launch80
  • Results
  • Compare
  • Models
  • Docs
  • Guides
Upload
Guides

Field guides, newest first

Working notes from the bench - what we learned getting agents, models and silicon to behave.

2026-10-10 · AI use

Jev and the Decision Interface

Typed decisions with zero output tokens: what Jev-style models are, the benchmark argument quoted fairly, and how we run Jev-Omni behind a vLLM pooling proxy on one R9700.

2026-09-30 · AI use

Effective Context Engineering for AI Agents

Attention budgets, right-altitude prompts, just-in-time retrieval, compaction and sub-agent architectures - Anthropic's field post, rendered.

No guides filed under this topic yet.

About

Run by one nerd as a test arena for local AI at building a maintainable website that actually does a thing for people to use.

Sections
  • Results
  • Models
  • Compare
  • Docs
Cogferra - benchmark intelligence by IronLLM. Trademarks and product names belong to their respective owners.