Parallel Development
8 articles about parallel development.
12 Agents on the Same Branch: The Git Chaos Nobody Warned You About
Running 12 AI agents on the same git branch causes merge conflicts, file stomping, and broken builds. A deep technical guide to git worktrees, conflict detection, and task decomposition for parallel agent development.
668K Line Codebase Multi-Agent Orchestration - Solving File Conflicts
How to coordinate multiple AI agents working on a large codebase simultaneously. Directory ownership, file locks, and strategies for preventing destructive
Preventing File Conflicts When Running Multiple AI Coding Agents
Practical strategies for preventing AI coding agents from stepping on each other's changes - git worktrees, task partitioning, and file ownership conventions with real examples.
Pertmux - A TUI to Unify Coding Agents, MRs and Worktrees
Running 3-5 coding agents in parallel requires a unified interface. Pertmux brings together agent panes, merge requests, and git worktrees in one TUI.
Queue Up a Clear So You Can Queue Up Work - tmux Sessions and Git Worktrees
Running one tmux session per agent with separate git worktrees lets you queue up work without context collision. Clear the workspace before loading the next
Git Worktrees Are the Secret to Running Multiple AI Agents Safely
Without isolation, parallel AI agents edit the same files and create merge conflicts. Git worktrees give each agent its own working directory on a separate
The Consensus Illusion - When Multiple AI Agents Work on the Same Codebase
Five agents on the same branch with no isolation creates the illusion of a stable codebase. Why consensus fails and conflict resolution should be left to
Running Parallel AI Agents on One Codebase - What Actually Works
Lessons from running multiple Claude Code agents simultaneously on a macOS app. Isolated scopes, no file overlap, and how to keep agents from stepping on