TL;DR: Doug Fir Labs open-sourced Scholialang, a vendor-neutral protocol designed to convert AI agent reasoning into structured, reusable records rather than freeform chat logs.
Summary: Scholialang addresses the challenge of retrieving reasoning and evidence from multi-step agent workflows by providing a small, typed vocabulary. This allows actions like tool executions and decisions to be saved as structured logs that subsequent sessions or other models can easily query and reference. The protocol was developed and released by startup Doug Fir Labs.
Why it matters: It establishes a standardized format to make multi-agent systems more composable, transparent, and auditable. Builders should watch the adoption of this protocol to improve how agents share and verify past decisions without parsing raw text.
Source: reddit.com