· 5 min
Quiet Chatter 4 : Developing with AI Agents
The spec-driven workflow I use to build Quiet Chatter with several AI agents: guidelines, task documents, parallel work, and how I handle the risks.
Tag
A book-recommendation social service I built and ran alone, now closed: the service, its infrastructure, backend design, and AI-agent workflow.
4 posts
The spec-driven workflow I use to build Quiet Chatter with several AI agents: guidelines, task documents, parallel work, and how I handle the risks.
Batching reactions through a queue, silent JWT refresh, a CAS-refreshed in-memory cache, merge-or-persist for an external book API, and hexagonal modules.
The infrastructure behind Quiet Chatter: k3s on EC2 with Terraform, a script-based deploy, and the choices that keep the bill low.
Why I built a book-recommendation social service alone, what it offers, and why I later rebuilt its backend as microservices.