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Dev.to

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23:36
2026-11-02
dev.to
ai-agents

Empowering AI Agents with agent-desktop

Vercel Labs released agent-desktop, a cross-platform CLI and C library that lets AI agents read and operate desktop applications on macOS, Windows, and Linux by traversing the OS accessibility tree in…

21:40
2026-11-02
dev.to
ai-agents

Stop Giving AI Agents More Context Than They Need

A developer working with Grok Bots is redesigning agent configurations around tighter context management, arguing that oversized prompts, outdated documentation and unclear task boundaries make AI age…

21:39
2026-11-02
dev.to
machine-learning

Lower loss, worse stories: small NCMs trained on TinyStories

A developer built ncm-mlx, an independent MLX implementation of Next-Concept Modeling (NCM), and trained small NCM models from scratch on TinyStories. The runs showed that reducing the corruption sche…

21:32
2026-11-02
dev.to
large-language-models

Gemma 4 in Rust on TorchTPU: A Native TPU Rig With PyO3 and MCP

A developer published a step-by-step guide to serving the Gemma 4 E2B model from a Cloud TPU v5e-1 VM, with the model's forward pass written in Rust and every operation dispatched through TorchTPU via…

21:21
2026-11-02
dev.to
ai-agents

Exploratory Testing with AI: Beyond Predefined Test Cases

A developer released iSimBot-MCP, an open-source tool that lets MCP-compatible AI agents such as Claude Code and Codex observe and control a local iOS Simulator for exploratory testing. The agent driv…

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