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Recent posts tagged data_engineering

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
Dr. Usman Zafar • Apr 4 • in Articles • 4 min read
SIS10: New ERA of Functional safety!
WHY SIS-10: If you want to see what the future of functional safety looks like, it’s here: https://zulfr.com/app/sil10app.html The Cost of Getting Functional Safety Wrong We don't want to post Disaster videos to create panic we offer solutions, ...
post-cover-13973
  • sis10
  • safety
  • sil-t
  • data_engineering
1 Reactions 0 Comments
Dr. Usman Zafar • Mar 16 • in Articles • 4 min read
Migration challenges are Infinate! Why Data Migration is a Major Engineering Challenge.
Why Data Migration Is Still a Major Engineering Challenge — Even When You Control Both Endpoints & How Data‑In‑Place Architectures Like Hammer space reduce the intensity of problem. Enterprises often assume that migration should be easy because the...
post-cover-12972
  • data_engineering
  • ai
  • migration
  • governance
4 Reactions 0 Comments
Dr. Usman Zafar • Jan 31 • in Articles • 1 min read
Corrupted‑to‑Gold
Corrupted‑to‑Gold: MDM Foundations This build takes intentionally corrupted CSV files and transforms them into clean, trusted, analytics‑ready Delta tables. The pipeline demonstrates real‑world data engineering constraints: inconsistent delimiters,...
post-cover-10836
  • data_engineering
  • spark
  • python
  • sql
2 Reactions 2 Comments
Tom Smithverified • 22 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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