
Worked on improving documentation reliability and AI-assisted testing quality for the SpacetimeDB Rust SDK repository. Addressed a critical issue where incorrect use of the 'schedule' keyword in table definitions led to hallucinations in large language model-driven tests. By updating the documentation to use the correct 'scheduled' keyword, reduced AI-generated misinformation and improved the determinism of automated test pipelines. This change enhanced the trustworthiness of developer-facing documentation and streamlined onboarding for new contributors. The work involved AI prompt engineering, documentation tooling, and integration with LLM test workflows, utilizing Markdown and Rust to align documentation with the expectations of AI tooling.
February 2026 monthly summary for clockworklabs/SpacetimeDB: Focused on documentation reliability and AI-assisted testing quality for the Rust SDK. Key initiative: correct AI rules documentation syntax to prevent hallucinations in LLM-driven tests by replacing incorrect 'schedule' keyword with 'scheduled' in table definitions. This change reduces test noise and improves documentation trust for developers and AI tooling. Impact: improved AI test determinism, faster onboarding, and safer integration workflows. Tech scope included Rust (SpacetimeDB Rust SDK), documentation tooling, and LLM test pipelines. Delivery: commit 42097c3ff45c2fb86b2d21e4256502b6a1bc4665 with message 'Add schedule name correction for LLMs (#4370)'.
February 2026 monthly summary for clockworklabs/SpacetimeDB: Focused on documentation reliability and AI-assisted testing quality for the Rust SDK. Key initiative: correct AI rules documentation syntax to prevent hallucinations in LLM-driven tests by replacing incorrect 'schedule' keyword with 'scheduled' in table definitions. This change reduces test noise and improves documentation trust for developers and AI tooling. Impact: improved AI test determinism, faster onboarding, and safer integration workflows. Tech scope included Rust (SpacetimeDB Rust SDK), documentation tooling, and LLM test pipelines. Delivery: commit 42097c3ff45c2fb86b2d21e4256502b6a1bc4665 with message 'Add schedule name correction for LLMs (#4370)'.

Overview of all repositories you've contributed to across your timeline