Fable orchestrator

The Fable Method is an agent-workflow repository that distills the Fable Workflow into skills that models can run. Its process classifies the request, defines completion with named verification, gathers evidence from primary sources in parallel, commits to one recommendation, changes the smallest correct thing, verifies the result by observation, and reports the outcome with caveats. The repository provides four related skills—fable-method for thinking, fable-loop for acting, fable-judge for evaluating results, and fable-domain for generating domain adapters—along with evaluation cases, transcripts, judge outputs, and logs. The project reports testing the method across fifteen evaluation rounds and more than 260 agent runs, with judges checking diffs and execution rather than relying on agent reports.

Claude Code is Anthropic's agentic coding tool for the terminal, IDEs, and GitHub. It uses natural-language commands to understand a codebase, create and read files, execute commands, run tests, explain code, manage Git workflows, and handle routine development tasks. It can also load persistent project context, run custom slash commands, use plugins with custom commands and agents, and operate with configurable autonomy while leaving actions such as final pull-request merging to a human. The official repository documents installation for macOS, Linux, and Windows, and identifies npm installation as deprecated.

An open-source Codex configuration that uses Astra as the root orchestrator and independent reviewer, with Luna-based subagents for exploration, implementation, testing, and research. It provides separate Pro and Plus profiles, TOML role configurations, an Astra orchestrator skill, project-level AGENTS.md instructions, and shell and PowerShell installers that copy the selected configuration into a target repository. The profiles set model, reasoning-effort, approval, sandbox, and concurrent-thread settings, while named role files can override the defaults. The repository also includes guides for orchestration patterns, plan-specific setup, iteration, and token-usage reporting from Codex session logs. It is licensed under Apache License 2.0.

OpenAI Codex is a coding agent from OpenAI available as a command-line tool (Codex CLI). The videos use it alongside Gemini for adversarial audits of software requirements and implementation plans, and list it as a supported coding-agent or model option in several projects. Its logs can be joined with task and test evidence, and the Codex CLI can receive and answer requests from the Penako canvas.

Munder Difflin is a free, open-source desktop multi-agent harness that runs multiple terminal-based AI coding agents as coordinated local agents. It wraps agents including Claude Code, OpenAI Codex, Gemini CLI, Qwen, OpenCode, GitHub Copilot CLI, and custom commands, working with users' existing subscriptions and hourly usage limits. Each agent runs as a real node-pty process and is rendered through xterm.js, while an Electron and React interface displays sessions as avatars on a Pixi.js office floor. A GOD orchestrator called Michael assigns and routes work, adjudicates agent messages, and escalates spending, destructive operations, scope changes, and other configured approvals. Agents coordinate through a local Git-backed hive of plain-file memory, atomic mailboxes, a shared blackboard, and an append-only event log; a markdown-first semantic memory layer supports recall across sessions. Optional Git worktrees isolate parallel agents.