AI Agents

An offline dashboard app developed from LLM experiments that integrates and displays data from fitness apps and devices of different manufacturers on Android.

• •The author started with LLM experiments, initially attempting to develop an app to disable Google Pay near McDonald's.
• •In the Android environment, data from fitness apps and devices of different manufacturers do not interoperate, causing data fragmentation.
• •To solve this, the developer pivoted to creating 'Hamilton,' a health dashboard app that integrates and manages this data.

Microsoft officially announced its new Copilot app, launching an interface that integrates chat, coding, and agent features.

• •The redesigned Copilot app integrates three AI functions—chat, coding, and agents—into a single interface.
• •Microsoft rebranded the AI personal assistant 'Scout,' announced at Build earlier this year, to 'Autopilot.'
• •The company stated it expects the new Copilot super app to have an impact comparable to Office.

Microsoft unveiled a new strategy to deploy Copilot as the entry point for business systems, enabling everything from creating Word and Excel documents to code development within a single app.

• •At the Copilot September Event, Microsoft explained that it will deploy Copilot as the entry point for business systems like Microsoft 365 and Dynamics 365.
• •The redesigned Copilot app allows users to create Word and Excel files and develop app code through a single interface.
• •The company is leveraging name unification as a strategic move to compete with ChatGPT.

A tool using AI agents with LangGraph to execute, benchmark, and profile C++ CUDA kernels with nsight has been released.

• •The creator utilized AI agents as a learning opportunity for LangGraph while optimizing CUDA kernels.
• •The AI agent receives a C++ CUDA test harness to execute kernels and obtain benchmarks.
• •The agent also features profiling capabilities using nsight.

Docker released the Docker Sandbox Kit Specification, an open-source standard under the Apache 2.0 license defining access scopes and permissions for AI agents in sandboxes, on September 24, 2026.

• •Docker released the Docker Sandbox Kit Specification, a common standard defining access scopes and permissions for AI agents, on September 24, 2026.
• •The specification is provided as open source under the Apache 2.0 license.
• •A partnership with CNCF was also announced simultaneously.

Jacky Kwok and colleagues from Stanford University announced a new AI model approach, Contrastive Language Model (CLM), and the CLM-8B model on September 23.

• •Jacky Kwok and colleagues from Stanford University announced the new AI model approach, Contrastive Language Model (CLM), on September 23.
• •The CLM-8B model developed using this approach is said to possess the ability to quickly select the next action or tool to use.
• •Inference speeds up to nine times faster than existing Jev models have been reported.

Anthropic launched the official version of Claude Code's cloud execution feature and distributed credits worth up to $250.

• •The cloud session feature, allowing AI to continue coding even when the PC is closed, is now generally available.
• •The feature is available to Pro, Max, Team, and specific Enterprise plan users.
• •Users will receive credits worth up to $250 with the launch of the official version.

An article introduces the latest AI running on a 23-year-old PDA, the Sigmarion III, in the context of vibe coding.

• •The article highlights the technical feat of running the latest AI on a PDA from 23 years ago.
• •It focuses on a different underlying question rather than just technical interest.
• •It suggests the possibility of reviving dormant retro hardware through vibe coding.

OpenAI Japan held a hackathon for university students in Yokohama, featuring a development competition where effective use of Codex was a key judging criterion.

• •The 'Summer Codex Development Festival 2026' was held in Yokohama on September 15, 2026, targeting university and graduate students.
• •Effective use of Codex accounted for one-quarter of the judging criteria, with the use of AGENTS.md and Computer Use observed.
• •Participants competed in a one-day format from 9:00 AM to 9:00 PM, covering everything from ideation to the final presentation.

The desktop version of the coding AI agent "Cline" has been released, though specific features and supported environments require reading the full article.