Conformance Testing Articles

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8/20/2026 • EN

The Polyglot's Dilemma: Conformance Testing a Dozen Specs in as Many Languages

MongoDB engineers discuss the challenges of conformance testing a dozen client drivers in different languages, and their journey to create a shared test suite.

Bdd Testing Conformance Testing Cross Language Testing Mongodb Drivers test automation

A. Jesse Jiryu Davis

1/16/2026 • EN

Open Responses

Introduces Open Responses, a vendor-neutral JSON API standard for hosted LLMs, based on OpenAI's Responses API and backed by major industry partners.

Conformance Testing JSON API LLM API Open Responses Standardization

Simon Willison

1/11/2026 • EN

A Software Library with No Code

Explores a software library with no code, using AI agents to generate implementations from specifications and conformance tests.

ai code generation Conformance Testing LLM Agents Software Libraries Specification Driven Development

Simon Willison

1/11/2026 • EN

A Software Library with No Code

An experiment in creating a software library with no code, using AI agents to generate implementations from specifications and tests.

ai code generation Conformance Testing LLM Agents Software Libraries Specification Driven Development

Simon Willison

Conformance Testing Articles

The Polyglot's Dilemma: Conformance Testing a Dozen Specs in as Many Languages

Open Responses

A Software Library with No Code

A Software Library with No Code

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