Question 1

What kind of research does Lightfast publish?

Accepted Answer

Applied research on agent behavior, tool use, memory systems, and evaluation methodology — benchmarks, ablations, and writeups of what we learn running agents in production.

Question 2

Are the benchmarks reproducible?

Accepted Answer

Yes — we publish methodology, prompts, and scoring so readers can reproduce the results. When we can't release a dataset, we explain why and what we used in its place.

Question 3

Is this academic research or engineering research?

Accepted Answer

Engineering research. We care about what holds up in production, not what looks good on a leaderboard. Results are framed around the operational decisions they informed.

Blog — Research

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