Post 4: Operator Guide for Local Embeddings OOTB

March 2026 · v12.2.6+ series

Local embeddings out-of-the-box remain the default hot-path routing signal. In the TypeScript-first workspace, boot starts from existing files immediately, while learning keeps chewing through historical data in the background.

Package-first Baseline Flow

corepack enable
pnpm install
pnpm check
pnpm release:pack

Operational Notes

• Keep the learned route function deterministic and bounded on the hot path; teacher models stay asynchronous.
• Leave human labels, self-label harvesting, and scanner ingestion default-on so new signals land continuously.
• Run continuous graph learning (connect/split/merge/decay/co-firing) in background loops, not inline with user requests.
• Treat mechanism proof and product proof separately: routing-mechanism wins do not automatically prove end-to-end operator outcomes.

Next: Post 5 on industry baselines + ablation study.

Series index: OpenClawBrain v12.2.6+ series.