T3 Code Chases Leaner Agent Threads

The best agent UX may depend less on adding models and more on refusing to move the same context twice.

• –Selective history transfer helps prevent long-running threads from becoming bloated.
• –Lower data movement matters especially for remote, mobile, and multi-agent workflows.
• –Context caps and summarization improve speed but risk hiding details developers still need.
• –T3 Code’s optimization work shows that agent infrastructure—not just model quality—is becoming a competitive advantage.