Check Claude Code instruction scope across two client projects
Compare the instructions loaded in two fresh Claude Code project sessions, then verify when a nested instruction file joins context after an authorized read.
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AI Models & Tools
Explore BIG CHANGE reporting on AI Models & Tools: what changed, how it works and why it matters.
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Use a pinned DESIGN.md reference in Claude Code for one page
Choose one pinned DESIGN.md file, give it to Claude Code for an edit to an owned page, then inspect the changed code and desktop and phone rendering.
Build a local Realtime voice agent with read-only tool calls
Build a live browser voice conversation with OpenAI Realtime and two synthetic read-only tools. Complete server, browser and controller code shows call ID matching, safe continuation, interruption and microphone cleanup.
How to choose or reject an AI tool for one small-business task
Compare an actual no-code AI candidate with your existing route for one small-business task. Check fit, permissions, full cost and accepted work before choosing or rejecting it.
Build a local browser voice conversation with OpenAI Realtime
Build a local browser microphone conversation with OpenAI Realtime over WebRTC. The full server and page code keep the API key on the server and show how to check playback, stop the microphone and handle failures.
How to rewrite a selected Word passage with Claude and review changes
Select one passage in Word, ask Claude for a bounded rewrite in tracked changes mode, then inspect and decide each revision before saving.
How to inspect context and continue a Claude Code session
Inspect a Claude Code session's context and loaded instructions, compact when needed, then check the task state against real files and acceptance checks before continuing.
Create and check a complete scene in Google Flow
A documented route from permitted Google Flow clips through version choice and Scenebuilder assembly to a downloaded scene checked from beginning to end.
Ask ChatGPT about one open Chrome tab and check its source
Use ChatGPT's Chrome extension to ask one question about a mentioned open tab, then check the answer against the page title, URL and supporting passage.
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.
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.
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.