$independent guides for terminal-first AI coding

Build your 10x
AI coding workflow

Practical notes on AI coding agents, command-line workflows, reusable skills, OpenSpec, and review loops — organized as a repeatable system for shipping software faster and safer.

multiwindow — tmux
window A # planner
$ openspec propose auth-refactor
→ spec drafted, 4 tasks, criteria set

window B # implementer
$ claude —task 2 —from-spec
→ 3 files changed, tests pass locally

window C # reviewer
$ git diff —review —safety-first
→ 0 blockers, 2 style notes

$ ship —verify
✓ 4 tasks done · 41 tests green · shipped

the 10x learning path

One promise, four steps

The site is organized around one promise: help developers build a faster, safer AI programming system.

01

Choose the right AI coding stack

Map Claude Code, Codex, Cursor, OpenCode, Antigravity, and CLI agents to the work they actually do best.

02

Build reusable coding skills

Turn prompts, project rules, specs, review checklists, and debugging habits into repeatable workflows.

03

Run multi-window AI development

Use planner, implementer, reviewer, and tester windows without losing context or breaking your repo.

04

Verify everything before shipping

Use tests, diffs, screenshots, review prompts, and release checklists so speed does not become chaos.

start here

Build a repeatable AI coding workflow

Move from tool discovery to daily practice: compare coding agents, learn command-line patterns, save reusable prompts and skills, then verify changes with tests, reviews, and release checklists.