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AI Models & Tools

Explore BIG CHANGE reporting on AI Models & Tools: what changed, how it works and why it matters.

All topics · The latest

Practical guides

181 stories
Original story: guide

Hy Memory 2.0 gives agents three ways to keep context

Tencent's Hy Memory 2.0.1 SDK separates chat, work and coding recall. Its MemHub app has source but no public release artifacts; integrations still need model endpoints and explicit access boundaries.

1,401
Original story: guide

How to run a local forecast with Mistral Timestral

Mistral's Timestral package produces 21 quantiles per forecast step. This documentation-only guide covers local setup, output axes, covariates and a held-out comparison.

1,167
Original story: guide

How to connect a shopping agent to Shopify’s Shop MCP

Shopify's new Shop MCP connects catalog search, merchant carts and checkout. This documentation-based guide shows the setup, shopper approval step and order verification boundary.

1,463
Original story: guide

Inspect an Electron app's behavior with REA

REA maps modules and Electron boundaries in a local app. This guide shows how to trace one feature through its evidence and check the behavior separately.

1,317
Original story: guide

How to check a Spark UDF rewrite for GPU execution

A practical sequence for testing one Spark UDF, choosing SQL, cuDF or CUDA, checking for CPU fallback, and measuring the result on a GPU-capable pipeline.

1,329
Original story: guide

How to check a support ticket with Cloudflare Clef-omni

Cloudflare's Clef-omni accepts a ticket state, typed questions and optional image, audio or video input. This documentation-only guide covers its Workers AI request, response, price and limits.

1,455
Original story: guide

Build a Claude workflow that reviews documents in parallel

Anthropic’s beta Managed Agents can turn a document review into a multi-phase workflow. This guide shows how to configure a run, inspect its events and output, and account for cost and limits.

1,394
Original story: guide

Run Mellum2.1 locally and check its first response

JetBrains’ current GGUF repository documents a llama.cpp path for serving Mellum2.1 locally. Install the runtime, request a completion, and check it before trying an agent.

1,445
Original story: guide

How to set an MXC policy for agent-generated commands

Microsoft's MXC SDK lets developers declare a command and its file and network policy. This documentation-only guide shows the Node V1 authoring path, diagnostic modes and backend limits.

1,562