Choose the right AI coding stack
Map Claude Code, Codex, Cursor, OpenCode, Antigravity, and CLI agents to the work they actually do best.
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.
the 10x learning path
The site is organized around one promise: help developers build a faster, safer AI programming system.
Map Claude Code, Codex, Cursor, OpenCode, Antigravity, and CLI agents to the work they actually do best.
Turn prompts, project rules, specs, review checklists, and debugging habits into repeatable workflows.
Use planner, implementer, reviewer, and tester windows without losing context or breaking your repo.
Use tests, diffs, screenshots, review prompts, and release checklists so speed does not become chaos.
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tool coverage
Each tool section connects back to workflows, comparisons, setup notes, and repeatable engineering systems.
Terminal-first coding assistance for deep codebase reasoning, review, and implementation loops.
Agentic coding workflows for implementation, testing, review, and repository-scale changes.
AI-native editor workflows for pair programming, rules, refactors, and rapid iteration.
Open terminal coding agent patterns for developers who prefer scriptable, composable tools.
Independent third-party guides for Google Antigravity as one covered AI coding tool.
start here
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.