tjltjl's blog'

Is your LLM system a tool or toy?

It's all in the evals

3 min read   ·   August 15, 2025

2025   ·   ai,   llm,   software   engineering

Human Spec - how to rein in Claude

5 min read   ·   June 23, 2025

2025   ·   llm,   coding,   sandbox,   security   ·   misc

PSA - Sandbox your LLMs.

3 min read   ·   June 16, 2025

2025   ·   llm,   coding,   sandbox,   security   ·   misc

The Jax adjoint scatter trick

3 min read   ·   June 04, 2025

2025   ·   jax,   adjoint,   simulation   ·   misc