CONTRACT: One Schema Instead of N×M Serializers Any C++ project where data doesn't stay...
CONTRACT: One Schema Instead of N×M Serializers
Any C++ project where data doesn't stay inside a single process sooner or
later runs into the same thing: the same struct needs to be shown in debug
output, written to a binary protocol, handed off via protobuf to an
external service, and logged as JSON. Without a shared mechanism, this
Contract testing a nutrition API with millions of messy records A schema can remain valid...
If you've ever tried to build a simple command/telemetry protocol between a PC and a fleet of SDR...
This article describes an approach to application development based on a single, highly detailed...
The problem Multi-agent LLM systems -” several models exchanging messages within one...
Building a team of agents — each with a defined role, each potentially running a different model — is...
A benchmark of how OpenAI, Anthropic, and Google Gemini break under realistic JSON schemas, and how to engineer around it.
