I help teams improve established Rails applications and automate practical workflows with AI
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Find the real bottlenecks in a Rails and PostgreSQL application, then turn the diagnosis into measurable improvements. |
Modernize legacy applications, improve architecture, build integrations, stabilize background jobs, or add senior delivery capacity. |
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Add a useful AI-assisted feature to an existing Rails product—connected to its current data, permissions, jobs, and business logic. |
Turn a repeatable research or operational process into a focused workflow with structured outputs, validation, and human approval. |
Not sure which path fits? Describe the business problem. I'll recommend the smallest sensible engagement—even when that means not using AI.
| Project | What it does | Focus |
|---|---|---|
| reddit-pain-research-skill | A reusable customer-research method with sourced evidence, structured artifacts, validation, and an approval checkpoint. | Skills · Research · Validation |
| pi-runbooks | Turns repeatable agent work into versioned runbooks with approval gates, checkpoints, and output verification. | TypeScript · Agent workflows |
| pi-agent-lib | Wraps the Pi SDK with consistent agent isolation, lifecycle management, resource discovery, and multi-agent runtime conventions. | TypeScript · Pi SDK · Agents |
| pi-ship | Deploys Pi to SSH-accessible Linux servers for terminal, Telegram, or Slack access. | TypeScript · Linux · Deployment |
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