Tag: #json-schema
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3 posts
Stabilizing LLM Structured Output — Four Layers of Defense Against Parse Failures
A layered treatment for the problem where you ask for JSON and get it wrapped in a markdown fence, followed by an explanatory sentence, or cut off at the token ceiling. Classify the failure types first, then stack the de
2026-07-26 · 12 min read #llm#structured-output#json-schema#constrained-decoding#validationAPI Schema Landscape 2026 — JSON Schema, OpenAPI 3.1, AsyncAPI, GraphQL, gRPC, Smithy, TypeSpec in One Map ♪ Listenable
In 2026 the real unit of an API is not the endpoint — it is the schema. JSON Schema 2020-12 became the shared base for OpenAPI 3.1, AI tool calling and config validation; AsyncAPI 3.0 settled in as the OpenAPI of events;
2026-05-14 · 23 min read #api-schema#json-schema#openapi#asyncapi#graphqlLLM Structured Output and Constrained Decoding Practical Guide: From JSON Schema to Production Application ♪ Listenable
A practical guide that covers everything from Constrained Decoding, the core principle of LLM structured output, to JSON Schema-based output control, comparison of Outlines·XGrammar·llguidance engines, function calling i
2026-03-07 · 23 min read #llm#structured-output#constrained-decoding#json-schema#function-calling