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OpenAI describes Dot coordinating Codex tasks across apps
OpenAI says Dot retains context across apps, coordinates Codex tasks, and flags work needing attention. Practitioner reports describe using it to reduce the overhead of managing coding agents.


Meta releases Muse Gadgets with ESP32 firmware and a Linux SDK
Meta's Muse Gadgets provides open-source ESP32 firmware and a Linux SDK for connected hardware. Meta also announced Muse Home Link for compatible smart devices, offering 5,000 units free to eligible US Muse subscribers.

OpenAI describes Dot coordinating Codex tasks across apps
OpenAI says Dot retains context across apps, coordinates Codex tasks, and flags work needing attention. Practitioner reports describe using it to reduce the overhead of managing coding agents.

T3 Code adds cross-provider child agents in its upcoming nightly overhaul
T3 Code's upcoming nightly overhaul adds child agents across providers, Pi support, and MCP thread controls. Its creator warns of instability as model switching, queueing, and automatic resumption are introduced.
Briefs forOctober 2
Top storiesthis week
Anthropic adds Claude Code Mods for JavaScript and TypeScript plugins
Claude Code Mods let JavaScript or TypeScript plugins replace agent behavior, inspect session events, spawn subagents, and change the UI. Practitioners have shared a mod-building skill and hot-reload workflows.


Black Forest Labs launches FLUX 3 Image with native 4K output
FLUX 3 Image supports bounding-box layouts, targeted edits, native 4K output, and ten reference images. Commercial weights are available, open weights are planned, and API use is half-price through October 8.

Pi releases version 1.0 with durable sessions backed by SQLite
Pi 1.0 introduces Pi Durable, with SQLite storage and concurrent sessions shared across multiple clients. Published examples describe replay-safe tasks and background subagents.

Reports rank Gemini 4 Argon highly on four engineering benchmarks
Reports place Gemini 4 Argon at 77.9% on DeepSWE, 57.6% on Terminal-Bench, 77.5% on AutomationBench-AA, and 68% on CWE-Bench. The reports also cite lower cost or token use than rivals.

OpenAI adds capacity after GPT-6.1 Sol overloads ChatGPT
OpenAI added capacity after GPT-6.1 Sol became its most demanded model and caused heavy load in ChatGPT and Codex. OpenAI says the added capacity should nearly double speeds from the prior day.

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