Capturing token IDs during agentic interactions for better reinforcement learning
A new Rust proxy called Turnstile sits between the model backend and the agent harness to capture information lost in mere text transcripts.
Quick read
3 bullets- A new Rust proxy called Turnstile sits between the model backend and the agent harness to capture information lost in mere text transcripts.
- This is part of Amazon Science's research stream.
- The post was published on Jul 09, 2026.
Why it matters
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Builder takeaway
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Product updates matter when they expand what builders and teams can actually ship now. A release is important if it changes capability, usability, or deployment economics in a way that affects real workflows.
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