We believe AI-assisted development is the most significant shift in software engineering since open source. This site documents how we're navigating it: our governance model, what we've learned from the industry, and the open-source tooling we've built along the way.
Everything here is open source. If you disagree with something, think we're missing something, or have a better approach — open an issue.
Explore our latest writing on AI-assisted engineering, from practical Codex workflows to policy and governance patterns.
AI Workflow Design · July 2026
A practical framework for deciding whether a reusable AI instruction belongs in your clipboard, a skill, repository instructions, a deterministic script, or an automation.
Read featured article →Operational Guide · April 2026
How to complete OpenClaw's browser-based OAuth on a headless VPS using a dedicated SSH alias with local port forwarding.
Read article →Migration Guide · March 2026
A sanitized runbook for moving a live OpenClaw agent from Ubuntu to macOS while preserving long-lived state and fixing stale Linux path references.
Read article →Codex App Guide · March 2026
A practical guide to Codex desktop app workspace behavior: what Worktree mode means, when to create a new project, how subagents and custom agents work, and how auto-cleanup and retention settings work.
Read article →Governance Model · February 2026
How we govern AI-assisted development at ShakaCode. Every engineer is an executive chef: use whatever AI tools you want, and own what you ship.
Read article →Industry Research · February 2026
A survey of AI development policies across Shopify, Meta, GitLab, Anthropic, Google/DORA, Amazon, and others — with lessons for engineering leaders.
Read article →Our AI development toolkit is open source at github.com/shakacode/claude-code-commands-skills-agents. It includes slash commands for self-review, security scanning (OWASP Top 10), performance optimization, comprehensive PR review, a PR testing agent, and GitHub Actions for automated AI review on every pull request.
ShakaCode is a consultancy specializing in AI-augmented Ruby on Rails and React development. We're the company behind React on Rails and the ShakaCode open-source ecosystem. Our products include React on Rails Pro, HiChee, and ShakaFlow.
If your team is navigating AI-assisted development and could use experienced partners who've already built the framework, reach out.
