Posts

4 articles on machine learning, deep learning, and software engineering.

July 2026
Squashing Git Commits: Interactive Rebase, Amend, and Autosquash

A hands-on tutorial: cleaning history with interactive rebase, folding a forgotten change into the last commit with amend, and fixing an older commit with fixup and autosquash.

May 2026
Data URLs versus rotating presigned HTTPS: latency and cache in multimodal chat APIs

Benchmarks whether sending PNG bytes inline as Base64 data URLs or as Cloudflare R2 presigned HTTPS URLs changes multimodal completion latency. Three LLMs on synthetic OCR.

Cobjectric: Measuring Parsing Quality for Structured Data

A Python library for fill rate, fill-rate accuracy, and fuzzy similarity on structured payloads such as CV parses or LLM JSON.

Hello world

Why this blog exists, the evidence-first mindset, disclaimers, and what to expect.