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Recent posts tagged securityarchitecture

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
Muhammad Ali Khan • Dec 27, 2025 • in Articles • 1 min read
Are You Ready for the 2026 OT Cyber Compliance Wave?
By Muhammad Ali ICS/ OT Cybersecurity Specialist — AAISM | CISSP | CISA | CISM | CEH | ISO27001 LI | CHFI | CGEIT | CDCP The clock is ticking. By 2026, industrial operators worldwide will face stricter OT cyber regulations. Fines, operational rest...
post-cover-8991
  • cybersecurity
  • cybersecurityjourney
  • vulnerabilitymanagement
  • securityarchitecture
6 Reactions 2 Comments
Muhammad Ali Khan • Dec 16, 2025 • in Articles • 3 min read
Operator Fatigue In OT Cyber Security
By ICS/ OT Cybersecurity Specialist Muhammad Ali - AAISM | CISSP | CISA | CISM | CEH | ISO27001 LI | CHFI | CGEIT | CDCP The reality of cyberattacks on factories, power plants, or pipelines is far more mundane and far more dangerous than we normally...
post-cover-8467
  • cybersecurity
  • ai
  • securityarchitecture
  • vulnerabilitymanagement
6 Reactions 2 Comments
Muhammad Ali Khan • Dec 14, 2025 • in Articles • 6 min read
Inside the OT Cyber War Room: Who Sits Where, What’s on the Screens, and Who Gets to Pull the Plug
When something strange ripples through your plant, odd alarms, unstable processes, weird network noise, you don’t want a scattered response. You want a room where the right people see the right data at the right time, and someone clearly owns the nex...
post-cover-8462
  • ai
  • securityarchitecture
  • cybersecurity
  • cybersecurityjourney
6 Reactions 2 Comments
Shambhavi Singh • Nov 21, 2025 • in Articles • 1 min read
The AI Entropy Crisis: Model Collapse Will Destroy Future LLMs
Hey, Dev.to community. Let's talk about the elephant in the data center: Generative AI is eating its own tail. You've heard of hallucinations, but that’s a feature, not a bug. The truly existential crisis facing the AI industry is Model Collapse, a ...
  • llm
  • ai
  • securityarchitecture
8 Reactions 2 Comments
Tom Smithverified • 1 day • 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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