#system-architecture
Production case studies on backend architecture, database performance and Python worker configuration, with debugging steps and measured trade-offs.
8 posts tagged with #system-architecture
2026
- How to Build an MCP Server: Python, Remote and Ready for Production8 min read
- Jev AI vs Logprobs vs Structured Output: We Tested TypeSafe's System One Model on Our Support Queue9 min read
- MCP vs API: When to Build an MCP Server, and When the API Is Enough14 min read
- If leaders want AI speed, they must share the production risk6 min read
- Loop Engineering in Practice: Six Feedback Loops for AI Coding Agents7 min read
- Using AI to Investigate a Slow Query: Why Django icontains Skipped Our pg_trgm Index6 min read
- The Day My "Index Optimization" Melted Our Database 🔥11 min read