Google ships an offline Mac AI note-taker; plus 5 more
This week’s links
- Google ships an offline AI note-taker for Mac: Google says Foresight transcribes meetings and writes notes on the device, without sending audio to the cloud.
- An agent reverse-engineering toolkit tops GitHub trending: REA connects AI agents to disassemblers so they can work out how an app works without its source code.
- Anthropic publishes a blueprint for scheduled agent automations: Anthropic’s reference agent reads Slack and GitHub on a schedule and posts a digest of what changed.
- A user says one OpenAI Dot burns 1.6 billion tokens a day: A Reddit user says a single always-on ChatGPT agent has run engineering design work around the clock since launch (unconfirmed).
- Claude agents ported Quake to Rust, playable in a browser: The quake-srp project says Claude wrote a dependency-free Rust port of id Software’s 1996 Quake.
- A video parodies “gave it a prompt and went to bed” posts: A three-minute video on X imagines an AI bot posting thousands of times overnight while its owner sleeps.
The detail
AI · Google ships an offline AI note-taker for Mac
Google says AI Edge Foresight, a Mac app, transcribes meetings and turns shorthand notes into full notes, with all processing on the device through its Gemma models. It can also answer questions from local folders and Google Drive. Why it matters: many note-takers send meeting audio to a vendor’s cloud; Google says this one keeps audio, transcripts, and files on the Mac. Google says it is optimized for Apple Silicon.
Source: Google for Developers, accessed October 12, 2026
Security · An agent reverse-engineering toolkit tops GitHub trending
REA, an open-source tool under the MIT licence, connects AI agents such as Claude Code and Codex to disassemblers and app-analysis tools, so they can explain how a program or website works without its source code. Trendshift, a third-party tracker, says it reached first place on GitHub Trending; it has more than 141,000 stars. Why it matters: treat logic and keys inside software you distribute as readable. Its README limits use to software you are authorized to examine.
Source: github.com/morluto/rea and Trendshift, accessed October 12, 2026
AI · Anthropic publishes a blueprint for scheduled agent automations
Anthropic’s Lance Martin and CJ Avilla published a reference agent, built on Claude Managed Agents (beta), that reads Slack channels and GitHub pull requests on a schedule and posts what changed. They recommend a bookmark per source instead of a fixed window, credentials in a vault outside the agent’s sandbox, read-only access where it only reads, and a spending cap per run. Why it matters: these are the controls to ask about before any agent runs unattended against company systems.
Source: claude.dev blog, October 8, 2026
AI · A user says one OpenAI Dot burns 1.6 billion tokens a day
A Reddit user says one OpenAI Dot, the always-on ChatGPT agent with its own cloud computer, has used about 1.6 billion tokens a day since launch on CAD models, calculations, and assembly drawings (unconfirmed). The user estimates the API-equivalent cost at $15,000 to $20,000 a day inside a $100 subscription (unconfirmed), expects the pricing to change, and says none of the output would go to manufacturing without human engineering review.
Source: r/OpenAI, October 5, 2026
AI · Claude agents ported Quake to Rust, playable in a browser
The quake-srp project is id Software’s 1996 Quake, ported from its released C source to Rust with no dependencies and no unsafe code, and playable in a browser with the shareware episode. Its README says Claude wrote the code and documentation, mostly as fleets of agents on separate branches, while a person set the rules and tested. It also says its Classic mode matches id’s C code pixel for pixel in thousands of tested views (unconfirmed).
Source: github.com/terrapapagalli1516/quake-srp, accessed October 12, 2026
AI · A video parodies “gave it a prompt and went to bed” posts
X user @taprooted_ posted a three-minute video on October 8 captioned “gave it a prompt and went to bed.” It mocks the stream of overnight AI-agent showcase posts, showing a fictional bot posting thousands of times while its owner sleeps. The caption implies the video came from one unattended overnight prompt (unconfirmed). It had about 56,000 views on October 12.
Source: @taprooted_ on X, October 8, 2026
Curated by the Pine IT team, reviewed by Will Sheldon