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Ashr

https://ashr.io

Review verified moves first. Open the official source or before-and-after evidence when you need the full record.

Public proof receipts

The useful part, first.

These are delayed P0 and P1 receipts from the curated public set. Same-day coverage and the rest of the watchlist stay in a private workspace.

P1positioning

Ashr pivots from agent evaluation to customer-owned post-training from expert corrections.

BEFORE

ashr – Catch agent regressions before your users do. Run evals, replay real environments, ship better AI agents.

AFTER

Ashr captures the corrections your domain experts make every day and post-trains an open-weight model on them. Training runs in your cloud. You own the weights.

View evidence

Ashr now captures corrections from domain experts and post-trains an open-weight model inside the customer’s cloud, replacing its earlier positioning around agent regression testing and evaluation timelines.

WHY IT MAY MATTER

A messaging shift can reveal a new buyer, category claim, use case, or go-to-market emphasis.

Monitored sources

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LLM Observability & Evals · positioning

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