Blog

Tutorials, deep dives, and lessons learned.

Apr 2, 2026 / 5 min read / project

Your 4K Context Window Might Only Be 300 Bengali Words

My Bengali tokenizer benchmark found that a 4K window can mean 2,786 words or 299 words depending on the tokenizer.

nlp llm bengali tokenization research unicode

Mar 23, 2026 / 6 min read / project

I Scanned 20 MCP Server Configs for Security Vulnerabilities. 95% Failed.

I built a security scanner that maps findings to the OWASP MCP Top 10. Here's what it found.

security mcp rust ai-safety owasp

Mar 5, 2026 / 6 min read / project

I Built a Git-Push-to-Everywhere Content Pipeline

A single git push cross-posts to Dev.to and Hashnode, generates social content for X, LinkedIn, and Reddit, and tracks everything in a content ledger.

automation python cli devtools open-source

Mar 5, 2026 / 2 min read / opinion

Hello World: Why I'm Starting a Blog in 2026

After years of building in silence, I'm finally writing about what I build and what I learn.

meta writing