WEDNESDAY, JULY 29, 2026 48° E  /  GLOBAL TECH · SUMMARISED SUBSCRIBE
AI, business, devices, policy — global tech, summarised every 30 minutes.
Dev Tools · 10h ago

Open-Source CLI Lets Developers Run AI Evaluations Locally

By Meridian48 News Desk · Summarised from DEV Community ·

Quantiles, an Apache 2.0 licensed open-source platform, offers a CLI tool called 'qt' for running and comparing AI evaluations on local machines. Developers can execute benchmarks like SimpleQA Verified with a single command, using local embedding models for scoring. The tool aims to simplify evaluation workflows that often involve scattered scripts and logs.

Meridian48 take
While the CLI reduces friction for local evaluations, its demo model uses random outputs, so real utility depends on integration with production LLMs.
Read the full reporting
Run and Compare AI Evaluations with a CLI for Developers and Coding Agents →
DEV Community
ai-evaluationdeveloper-tools
More dev tools briefs
Go deeper on dev tools
AllAIStartupsBusinessDevicesPolicySecurityDev ToolsPakistan