Copy a Genspark Design prototype and inspect its source ZIP
Duplicate a Genspark Design prototype, verify access to the copy, make one limited edit and inspect its source ZIP using the documented controls.
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Create, correct and export a local AI slide deck
Set up Agent-Native Slides locally, build three slides from your own factual text, make one exact correction, and check it in a downloaded HTML deck.
Check one Agent-Native action through chat and a React page
Call the Chat template's hello action from agent chat and a React route, change one return value, and compare the documented results while checking for tool invocation evidence.
Run distributed MLX inference across Mac Studios
Apple's MLX and Thunderbolt RDMA setup can split model inference across Macs. This documentation-based walkthrough shows the prerequisites, benchmark path and limits of Apple's reported speeds.
Audit one coding-agent session with AgentsView
Find a known local coding-agent transcript in AgentsView, inspect its logged tokens and cost provenance, and read a bounded day report without treating estimates as bills.
Review a contract against a playbook with Copilot in Word
Microsoft's legal skill in Word reviews a contract against a .docx playbook, shows extracted rules and proposes tracked edits. A lawyer must check the findings and choose each change.
A robotic welding model tests power control before physical trials
An ISPARK preprint joins a weld-pool model, a fast surrogate and a simulated robot. Its corner test compares modelled widths; physical welding validation remains ahead.
Use paired USB traces to investigate an unsupported Linux device
A documentation-based guide to recording the same hardware operation under a Windows vendor driver and a Linux driver, then testing the differences on real hardware.
How OpenRouter Armor screens tool calls, and when the client must stop them
OpenRouter Armor classifies proposed tool calls against developer rules. Responses and Chat Completions can withhold flagged calls; Messages compatibility leaves the client responsible.
Check Android chat scam alerts and Google Messages spam protection
Check the current Android chat scam warning and Google Messages spam settings, with eligibility, privacy details and the October 2026 features still rolling out.
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.
How to remap a Copilot key with PowerToys on Windows 11
Microsoft's built-in Right Ctrl and Context Menu choice is still forthcoming. A documented PowerToys route can remap a Copilot key when its actual shortcut input matches.
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.
How to use Myna local dictation on Ubuntu
Canonical's Myna preview can dictate into a focused app on supported Ubuntu GNOME Wayland desktops. Follow the documented PPA setup and check its limits.
Configure AI-DLC 2.11.0 to pause for code-plan approval
A version-pinned, documentation-only guide to enabling and checking AI-DLC 2.11.0's human plan-approval gate before code generation.
Check an AgentCore purchase-order extraction with AWS's synthetic sample
A documented guide to deploy AWS's synthetic purchase-order sample, compare extracted JSON with the source PDF, inspect saved instructions, and identify checks its validator does not perform.
Set BigQuery AI token quotas before a large SQL job
A documented setup sequence for BigQuery administrators: set project and per-user input and output token limits, check a small AI query, and identify rows affected by quota exhaustion.
How to set Facebook Feed and Reels preferences with Your algorithm
Meta is rolling out topic controls and more detailed post feedback for Facebook Feed and Reels. This documentation-only guide explains the available steps and what remains untested.