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ai guide

Lessons from the Trenches: What AI Native Teams Must Get Right

Not everyone should use a coding agent to modify code directly. AI Native teams need interface specs, test-first development, monorepo, security guardrails, human-in-the-loop, and token budget controls. Building an agent platform layer on top of coding agents and clearly redefining developer roles is the right path forward.

tech guide

Turborepo + pnpm Workspaces: The Standard Approach to Monorepos

Turborepo solves monorepo build speed problems; pnpm workspaces solves dependency sharing. Together they are the best choice for JS/TS monorepos today.

A One-Person Full-Stack Team: AI-Driven Development Workflow from OpenSpec to Auto-Deploy

Use OpenSpec to break requirements into engineering tasks, Claude Code to implement them, hooks to auto-format and protect, local review before committing, three AI reviewers running in parallel on PR, and auto-deploy after merge. This entire workflow lets one person maintain quality across six sub-projects.

tech deep-dive

DaoDao Tech Architecture: Monorepo, Multi-Language Backend, and AI Recommendation System

Next.js + Expo frontend, Node.js + Python dual backend, PostgreSQL + Redis core — plus a social notification system and LLM recommendation engine. Here's how DaoDao builds a learning community platform with a modern tech stack.

tech deep-dive

NobodyClimb: Building a Climbing Community Platform Entirely on Cloudflare

A climbing community platform where the web app, mobile app, and AI Q&A all run on Cloudflare — no dedicated servers.