<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Shifat Santo</title><description>Systems engineering, search, audio, infrastructure, and building in the open.</description><link>https://shifatsanto.dev/</link><item><title>Your 4K Context Window Might Only Be 300 Bengali Words</title><link>https://shifatsanto.dev/blog/bengali-tokenizer-efficiency-gap/</link><guid isPermaLink="true">https://shifatsanto.dev/blog/bengali-tokenizer-efficiency-gap/</guid><description>My Bengali tokenizer benchmark found that a 4K window can mean 2,786 words or 299 words depending on the tokenizer.</description><pubDate>Thu, 02 Apr 2026 00:00:00 GMT</pubDate><category>nlp</category><category>llm</category><category>bengali</category><category>tokenization</category><category>research</category><category>unicode</category></item><item><title>I Scanned 20 MCP Server Configs for Security Vulnerabilities. 95% Failed.</title><link>https://shifatsanto.dev/blog/mcp-audit-scan-results/</link><guid isPermaLink="true">https://shifatsanto.dev/blog/mcp-audit-scan-results/</guid><description>I built a security scanner that maps findings to the OWASP MCP Top 10. Here&apos;s what it found.</description><pubDate>Mon, 23 Mar 2026 00:00:00 GMT</pubDate><category>security</category><category>mcp</category><category>rust</category><category>ai-safety</category><category>owasp</category></item><item><title>I Built a Git-Push-to-Everywhere Content Pipeline</title><link>https://shifatsanto.dev/blog/git-push-to-everywhere-content-pipeline/</link><guid isPermaLink="true">https://shifatsanto.dev/blog/git-push-to-everywhere-content-pipeline/</guid><description>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.</description><pubDate>Thu, 05 Mar 2026 00:00:00 GMT</pubDate><category>automation</category><category>python</category><category>cli</category><category>devtools</category><category>open-source</category></item><item><title>Hello World: Why I&apos;m Starting a Blog in 2026</title><link>https://shifatsanto.dev/blog/hello-world/</link><guid isPermaLink="true">https://shifatsanto.dev/blog/hello-world/</guid><description>After years of building in silence, I&apos;m finally writing about what I build and what I learn.</description><pubDate>Thu, 05 Mar 2026 00:00:00 GMT</pubDate><category>meta</category><category>writing</category></item></channel></rss>