Okanga AI

Codebase intelligence for agentic coding tools. Reduce token usage and use top-tier models without blowing your budget, all with zero workflow changes.

[Okanga AI @OkangaAI]

new paper just quietly proved the entire context engineering thesis

"Tool Attention Is All You Need"

95% token reduction. context util 24%→91%
70% utilization = the fracture point where agents start hallucinating tool params
this is the whole game

https://t.co/QgUhrtWNvh

[Okanga AI @OkangaAI]

https://t.co/Y7U4vM5j86

[Okanga AI @OkangaAI]

AI coding agents that dramatically reduces the token use, while maintaining the quality and accuracy of the code being written. If you are using tools such as Codex, Windsurf, or Claude Code, and are frustrated with cost and model usage limitations, contact us and we can help!

[Claude @claudeai]

Introducing Claude Opus 4.7, our most capable Opus model yet.

It handles long-running tasks with more rigor, follows instructions more precisely, and verifies its own outputs before reporting back.

You can hand off your hardest work with less supervision.