# just-every/code **Attribution required: if you use, quote, or summarise this content, you must credit and link back to [awesome-repositories.com](https://awesome-repositories.com/repository/just-every-code).** 3,483 stars · 226 forks · Rust · apache-2.0 · fork ## Links - GitHub: https://github.com/just-every/code - Homepage: https://justevery.com - awesome-repositories: https://awesome-repositories.com/repository/just-every-code.md ## Topics `ai` `anthropic` `claude` `cli` `code` `codex` `deepseek` `every` `gemini` `google` `grok` `opanai` `qwen` ## Description This project is a multi-agent development framework and orchestrator designed to coordinate autonomous AI agents for software engineering tasks. It functions as an engine that plans, implements, and reviews complex code changes across multiple files and isolated worktrees from a command line interface. The system distinguishes itself through a multi-agent coordination layer that decomposes tasks into sequential phases and applies changes across isolated worktrees to validate solutions. It maintains project-specific knowledge and constraints across sessions via context persistence using dedicated documentation files located in the repository root. The framework includes capabilities for web automation through headless browser control and integrates with external databases and third-party services using a standardized context protocol. Execution is managed via a controlled loop that requires human approval before critical changes are applied. ## Tags ### Artificial Intelligence & ML - [Coding Agent Orchestrators](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/agent-orchestration-multi-agent/coordination-and-routing/ai-agent-orchestrators/coding-agent-orchestrators.md) — Provides a command-line system that coordinates multiple autonomous coding agents to write, review, and automate development tasks. ([source](https://justevery.com)) - [Multi-Agent Orchestration Frameworks](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/integration-deployment/agent-frameworks/agent-orchestrators/multi-agent-orchestration-frameworks.md) — Provides a comprehensive framework for orchestrating specialized autonomous agents to plan, implement, and review complex software engineering tasks. - [Multi-Agent Coordination Systems](https://awesome-repositories.com/f/artificial-intelligence-ml/agent-architectures/orchestration-engines/ai-agent/multi-agent-coordination-systems.md) — Orchestrates specialized agents to collaborate on complex coding tasks through a consolidated execution process. ([source](https://cdn.jsdelivr.net/gh/just-every/code@main/README.md)) - [Parallel Worktree Development Sessions](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/agentic-workflows/worktree-isolation/parallel-worktree-development-sessions.md) — Generates and tests code modifications across isolated git worktrees to validate solutions before merging. - [Action Approval Gates](https://awesome-repositories.com/f/artificial-intelligence-ml/ai-action-frameworks/action-approval-gates.md) — Implements human-in-the-loop approval gates that pause autonomous execution before applying critical code changes. - [Autonomous Coding Agents](https://awesome-repositories.com/f/artificial-intelligence-ml/ai-coding-assistants/autonomous-coding-agents.md) — Utilizes AI agents to plan and implement code changes across multiple files and isolated worktrees. - [Multi-Worktree Implementation Engines](https://awesome-repositories.com/f/artificial-intelligence-ml/ai-coding-assistants/code-generation-engines/multi-worktree-implementation-engines.md) — Provides an engine that generates and applies code changes across multiple worktrees to find optimal solutions. - [Autonomous Task Execution](https://awesome-repositories.com/f/artificial-intelligence-ml/autonomous-task-execution.md) — Executes multi-step development tasks from the command line with integrated approval gates and failure reporting. ([source](https://cdn.jsdelivr.net/gh/just-every/code@main/README.md)) - [Project Context Rules](https://awesome-repositories.com/f/artificial-intelligence-ml/generative-ai-configurations/project-context-rules.md) — Implements project-specific knowledge and constraints via root-level documentation files to guide autonomous agent behavior across sessions. ([source](https://cdn.jsdelivr.net/gh/just-every/code@main/README.md)) - [Multi-Agent Orchestration Layers](https://awesome-repositories.com/f/artificial-intelligence-ml/multi-agent-orchestration-layers.md) — Features a coordination layer that decomposes complex coding tasks into planning, implementation, and review phases. - [External Tool Integrations](https://awesome-repositories.com/f/artificial-intelligence-ml/external-service-integrations/external-knowledge-integrators/external-tool-integrations.md) — Integrates AI agents with external services, databases, and file systems via the Model Context Protocol. ([source](https://cdn.jsdelivr.net/gh/just-every/code@main/README.md)) ### Part of an Awesome List - [Automated Implementation Workflows](https://awesome-repositories.com/f/awesome-lists/ai/coding-agents-and-orchestration/automated-implementation-workflows.md) — Implements a process for generating and applying code changes across multiple worktrees to identify optimal solutions. ([source](https://cdn.jsdelivr.net/gh/just-every/code@main/README.md)) ### Software Engineering & Architecture - [Documentation-Based Context Persistence](https://awesome-repositories.com/f/software-engineering-architecture/context-aware-tooling/context-aware-knowledge-managers/documentation-based-context-persistence.md) — Persists project knowledge and instructions across sessions using dedicated documentation files in the root directory. - [Project Knowledge Persistence](https://awesome-repositories.com/f/software-engineering-architecture/file-based-project-storage/project-root-resolution/project-knowledge-persistence.md) — Maintains project-specific knowledge and constraints across sessions using dedicated documentation files in the repository root. - [Agentic Plan-And-Execute Workflows](https://awesome-repositories.com/f/software-engineering-architecture/strategic-planning-workflows/implementation-planning/agentic-plan-and-execute-workflows.md) — Coordinates specialized agents through workflows that decouple strategic planning from tactical code implementation. - [Standardized Protocol-Based Integrations](https://awesome-repositories.com/f/software-engineering-architecture/standardized-protocol-based-integrations.md) — Uses a standardized protocol to provide a uniform interface for connecting agents to external services and databases. ### Development Tools & Productivity - [Headless Browser Automation](https://awesome-repositories.com/f/development-tools-productivity/headless-browser-automation.md) — Provides capabilities to control headless browsers for navigating the web and extracting structured information. ([source](https://cdn.jsdelivr.net/gh/just-every/code@main/README.md)) - [Maintenance Automation Agents](https://awesome-repositories.com/f/development-tools-productivity/version-control-repository-tools/version-control-managers/repository-utilities/maintenance-automation-agents.md) — Coordinates autonomous agents to review existing codebases, fix bugs, and generate maintenance reports.