TryTiro
A lightweight product exploration stream focused on rapid validation and clear value delivery. Goal: keep infrastructure simple, usage measurable, and iteration tight.
Visit trytiro.comCurrent Builds
Practical AI products and technical work in active development.
Moonshot reboot (lean edition)
A focused path to relaunch as a lightweight, low-ops narrative tool:
- Static front-end on Cloudflare Pages or Vercel
- Serverless API route with strict request limits
- Single model tier with cached prompts/templates
- Simple queue + retry, no heavy background infra
- Usage analytics + cost guardrails from day one
Open-source contribution direction
Applied AI frameworks
Contributions in reliability tooling, evaluation utilities, and practical examples.
Developer tooling
Documentation, testing, and DX improvements that increase contributor velocity.
Productive OSS workflows
Using AI assistance for issue triage, implementation planning, and high-quality PR throughput.