Our previous pipeline was LaTeX-based (first pdflatex, then lualatex), but we were constantly fighting cryptic memory errors on large documents and huge Docker image sizes that slowed down boot times of our ephemeral workers.
Switching to Typst was a massive win for us. The single static binary resulted in tiny images and faster boot times. More importantly, the performance gains were huge. Overall compile times were ~3–4× faster than LaTeX. On really large documents (2000+ pages, mostly tables), Typst compiles in ~1 minute vs. ~18 minutes with lualatex.
Beyond performance, the better developer experience and good error messages was a nice bonus too.
We wrote a detailed post about the entire architecture - from the job orchestration with Nomad to the S3 optimizations and the Typst migration in particular. If you're curious, you can read it here: https://zerodha.tech/blog/1-5-million-pdfs-in-25-minutes