/blog/index.mdx
Blog
Notes on cloud functions, AI tooling, and practical engineering systems.
July 4, 2026
Useful tips for running open-source models on Google Colab
How I reduced runtime in an AI video pipeline by reusing the model in GPU memory, tuning video generation, and handling xFormers carefully.
October 4, 2025
Building an FFmpeg Pipeline for LLM Video Benchmarks
How I structured a repeatable FFmpeg workflow to benchmark LLM-powered video analysis with measurable quality, latency, and cost.
November 10, 2023
Cloud Functions 1st Gen vs 2nd Gen: What Actually Changes
A practical comparison of 1st gen and 2nd gen Cloud Functions, including triggers, scaling behavior, and how Cloud Run fits into the architecture.