@CryptoTied: Guys! An AI coding agent emphasizing visual control has arrived. Juggler is an AI coding agent focused on "controllable, visual" interaction, with the core goal of giving developers true control over the LLM's interaction with the codebase, rather than black-box operation. It offers a native desktop app + Mi...

X AI KOLs Timeline Products
ai-coding-agent visual-control developer-tools session-tree plugin-architecture multi-model

Summary

Juggler is an AI coding agent that emphasizes visualization and controllability. It provides a native desktop app, session tree structure, plugin architecture, and supports multiple models like Claude, OpenAI, Gemini, etc., allowing developers to clearly view and edit every step of the LLM's actions.

Guys! An AI coding agent emphasizing visual control has arrived. Juggler is an AI coding agent focused on "controllable, visual" interaction. Its core goal is to give developers true control over the LLM's interaction with the codebase, rather than black-box operation. It offers a native desktop app + Miller column navigation, supports a session tree structure (branchable and editable), and allows all tool calls, contexts, and strategies to be visually inspected and modified. It also adopts a plugin architecture, allowing developers to customize slash commands, LLM strategies, and UI. Core Value: → Sessions are not linear chats, but branchable, traceable tree structures → Provides a graphical interface to clearly see every step of the AI's tool calls and decision-making process → Supports multi-client collaboration (desktop + browser + remote) and is compatible with various models such as Claude, OpenAI, Gemini, Ollama For developers who want stronger control over the AI coding process, prefer visual debugging, and value extensible architecture, Juggler offers a completely different experience from traditional chat-based agents.
Original Article
View Cached Full Text

Cached at: 07/16/26, 12:17 PM

Hey folks! A visually controllable AI coding agent has arrived

Juggler is an AI coding agent focused on “control and visualization,” with the core goal of giving developers real command over the interaction between LLMs and the codebase — no more black-box operations.

It offers a native desktop app with Miller column navigation, supports session tree structures (branchable and editable), and lets you visually inspect and modify every tool call, context, and strategy.

It also features a plugin architecture, allowing developers to customize slash commands, LLM strategies, and UI.

Core value:

→ Sessions aren’t linear chats — they’re branchable, traceable tree structures
→ A graphical interface that clearly shows every tool call and decision step made by the AI
→ Supports multi-client collaboration (desktop + browser + remote) and works with various models like Claude, OpenAI, Gemini, Ollama, and more

For developers who want stronger control over the AI coding process, enjoy visual debugging, and prefer extensible architectures, Juggler offers a completely different experience from traditional chat-based agents.

0xCrypto Tied (@CryptoTied):
🚨 Holy crap! A “boring to the extreme” trading strategy just made $520,000

Tori Trades shared a minimalist trendline trading strategy she’s been using for 11 years — turning $5,000 into $526,000 with it.

Similar Articles

@geekbb: An open-source AI agent meta-orchestration framework that provides a unified orchestration layer for multiple agents including Claude Code, Codex, Cursor, OpenCode, Hermes, and Pi. Users can seamlessly switch sessions across devices (terminal, browser, mobile, desktop app) to enable multi-agent...

X AI KOLs Timeline

Omnigent is an open-source meta-orchestration framework that provides a unified orchestration layer over multiple AI agents like Claude Code, Codex, and Cursor. It enables seamless cross-device session switching, multi-agent collaboration, policy enforcement, and cloud sandbox execution.

@seclink: Recently this open-source tool has been quite popular. It looks like an open-source version of DingTalk Wukong and ByteDance Aily. You can use it to implement your own agent and integrate it into the aforementioned instant messaging platforms. Some guys tweaked it and used it to demo to investors, obtaining a considerable valuation. What makes investors remember...

X AI KOLs Following

CowAgent is an open-source AI assistant framework based on large language models. It supports autonomous task planning, long-term memory, knowledge base, multi-model switching, and multi-channel access (WeChat, Feishu, DingTalk, etc.), enabling rapid construction and deployment of personalized AI agents.

@geekbb: A macOS terminal designed for AI coding, integrating workspace management, split-screen, and AI agent startup workflows. Supports horizontal and vertical split screens, one-click launch of seven AI agents like Claude Code, Codex, Gemini CLI, and more. Right-click selected content to directly submit to...

X AI KOLs Timeline

kooky is a macOS terminal designed for AI coding, integrating workspace management, split-screen, and AI agent startup workflows. It supports one-click launch of multiple AI agents and right-click content submission.

@justloveabit: With This Open-Source Tool, I Got a Team of AIs to Work for Me. Here's the deal: I've been tinkering with various AI agents lately. Multiple Claude Code windows open, Codex running, occasionally using Cursor. The result? Total chaos—I had no idea what each agent was doing or how much it was costing. Restar…

X AI KOLs Timeline

This article introduces Paperclip, an open-source tool designed to centrally manage and orchestrate multiple AI agents. By simulating a corporate organizational structure, task assignment, and budget control, it addresses key pain points in multi-agent collaboration, such as lost context, unpredictable costs, and chaotic scheduling.