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Agent Code 2.0 开发预览版发布，UI 完全重构，新增 Skills Store、会话管理、API/模型设置以及暗色模式界面，现已开放测试征集反馈。
Endstack is launching an agent workspace featuring a superagent, collaborative desktop, and channels for code, automations, and operations, available on desktop, web, and mobile.
OJO is introduced as a design agent team workspace that allows users to build and deploy AI-powered design teams from a single prompt, turning ideas into landing pages without traditional design assets.
The author shares on Twitter their experience using Maka combined with DeepSeek Flash, saying its swarm mode is very useful; the attached GitHub README describes Maka as a local-first Agent workspace that supports desktop, TUI, CLI, and headless operation, with capabilities such as event logging, tool calling, and persistent tasks.
Krowoc is an open-source agent workspace that launches micro-VMs to give each AI agent an isolated machine with shell, filesystem, and headless Chrome. It supports multiple model providers via Fireworks or bring-your-own-key, and lets long-running tasks persist independently of your laptop.
The author benchmarks local Qwen models of various sizes on a 4GB RTX 3050 Ti laptop GPU within the Bike4Mind workspace, finding the 2B model at Q4_K_M quantization is the sweet spot for fitting in VRAM, achieving 96 tok/s. Smaller models struggle with tool selection, artifact generation requiring multiple models, and RAG embeddings causing model swap overhead.
A discussion on the operational challenges that arise when scaling from one AI agent to multiple, including context handoff, auth permissions, duplicated work, and cost tracking.
Mercury 1.1.9 is a local-first agent workspace update featuring a web dashboard, agentic kanban boards, IDE, git-native AI commits, and a conscious+subconscious second brain system.
A developer announced a local markdown editor integrated with a terminal agent workspace, citing Andrej Karpathy as inspiration.
Maka is a local-first AI agent workspace designed for real work, offering desktop, TUI, CLI, and evaluation features with controlled permissions, runtime logging, and tool integration.