Use cases

Real workflows that developers and teams run inside SpaceSpider — from parallel AI code review to cost-optimized multi-model pipelines.

Use case
Run Claude, Codex, and Qwen in Parallel on the Same Codebase
A workflow guide for running three AI coding agents at once in a SpaceSpider grid, with each pane working on a different slice of the same repository.
6 min read
Use case
Multi-Model Code Review: Catch What Any Single AI Misses
A review workflow that pipes the same diff through three AI coding CLIs side by side, surfacing bugs and smells that any one model would overlook.
6 min read
Use case
Agentic Refactoring: Break a Big Refactor Into Parallel Panes
A tutorial for splitting a large refactor across multiple AI panes, coordinating through directory-scoped tickets, and merging results without breaking the build.
6 min read
Use case
Debugging With AI: Three Hypotheses in Three Panes
A debugging workflow that runs three parallel AI agents on the same bug, each exploring a different hypothesis, with a shared shell for log inspection.
6 min read
Use case
Frontend and Backend AI Pair on the Same Feature, Side by Side
A full-stack development workflow with dedicated AI panes for the frontend, the backend, and a live API tester, all sharing the same repo and feature branch.
6 min read
Use case
Cost-Optimized AI Coding: Cheap Model for Grunt Work, Smart Model for Hard Calls
A cost-aware development workflow that routes routine edits to cheaper AI CLIs and reserves premium models for architecture decisions and hard debugging.
6 min read
Use case
Team Workflows: Shared AI Coding Grids for Pairing and Review
A case study on how a six-person team uses SpaceSpider grids for pair programming, PR review, and on-call rotations, with shared layouts committed to the repo.
6 min read
Use case
The Solo Developer's AI Grid Setup: Ship a Feature a Day
An opinionated solo developer workflow using a four-pane AI coding grid to plan, execute, test, and ship a small feature every working day.
6 min read