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Recent posts tagged risk

Level UI • 18 hours • 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
7 Reactions 7 Comments
Basavaraj-Shepur • Jul 31 • in Articles • 2 min read
How the EU AI Act's Risk Tiers Actually Classify Your AI System
The EU AI Act isn't just incoming regulation - it classifies AI systems by risk and sorts what you're required to build, document, and prove before you ship. The Risk Tier System and What It Requires The Act sorts AI systems into four risk tiers: u...
post-cover-23887
  • llm
  • python
  • compliance
  • risk
1 Reactions 1 Comments
Alex • Jul 18 • in Articles • 9 min read
Citibank's $900 Million Mistake: Six Eyes on an Approval Screen That Never Showed the Amount
Originally published at vibeagentmaking.comhttps://vibeagentmaking.com/blog/citibank-900-million-approval-screen-hid-the-amount/. Citibank wired $900M by mistake through a six-eyes approval screen that never showed the amount. The money came back; t...
  • finance
  • software-design
  • risk
  • automation
0 Reactions 0 Comments
Posted in Data Engineering group
Dr. Usman Zafar • May 16 • in Articles • 3 min read
Spectral Stability and Amplification Propagation in Interacting Agent Networks: (CAIT Part=4)
I donot want to bore anyone with technical details. IN short i can say THIS IS A FATHER of ALL RESEARCH PAPERS EVER PRODUCED! People generally do this much in their life time, Dedicated to all who are connected to me in any capacity. Thank you! 1. G...
post-cover-18077
  • ai
  • agents
  • network
  • risk
0 Reactions 0 Comments
ssojet • Apr 25 • in Articles • 7 min read
What is Runtime Identity? Securing Every Action Beyond Login
Runtime Identity is a security model that evaluates user identity during every action, not just at login. It moves identity verification from a one-time event to a continuous, context-aware process. Traditional authentication verifies who a user is o...
  • identity
  • →
  • user
  • risk
  • request
0 Reactions 0 Comments
victor • Apr 20 • in Articles • 4 min read
How AI Agents Are Transforming Identity Verification and Authentication Systems
Authentication systems are no longer simple gatekeepers that validate credentials and issue tokens. In modern digital ecosystems — especially SaaS and API-driven platforms — authentication operates within complex, distributed environments. Identity p...
  • authentication
  • agents
  • risk
  • identity
  • systems
0 Reactions 0 Comments
Tom Smithverified • 15 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
Datalaria • Apr 14 • in Articles • 6 min read
Turning Supply Chain Collapse into Your Ultimate Competitive Advantage
The narrative dominating the corridors of large modern corporations is dangerously flawed. When a production line, manufacturing million-margin equipment, grinds to a halt because a two-dollar microcontroller is unavailable, the board's reaction is t...
post-cover-14741
  • supply-chain
  • obsolescence
  • risk
  • eol
3 Reactions 2 Comments
aloycwl • Mar 20 • in Articles • 5 min read
Understanding hex-vetter: Physical-Layer Hex Auditing for Skill Security
What is hex-vetter? hex-vetter is a physical-layer hex auditing skill that performs deep hex-level analysis of files to detect what text-based reviewers miss. It’s designed specifically for security audits of skill packages, detecting hidden pa...
  • security
  • hex-vetter
  • file
  • risk
  • malicious
2 Reactions 0 Comments
Dr. Usman Zafar • Feb 7 • in Articles • 2 min read
Legal Data Vs. Illegal Data!
One line Regulations force ETL when raw data cannot legally land in the warehouse. Two words Compliance pressure. Business analogy If the law says you must wash vegetables before they enter the kitchen, you can’t store them dirty in the fridge—ev...
post-cover-11217
  • data
  • compliance
  • governance
  • risk
2 Reactions 4 Comments
Dr. Usman Zafar • Jan 19 • in Articles • 1 min read
Reliability Engineering to Data Engineering
Over the past few years, my professional journey has taken an unexpected but deeply meaningful turn. What began as a focused path in Functional Safety—SIS, SIL, lifecycle governance, risk modeling—has steadily converged with a growing passion for dat...
post-cover-10015
  • reliability
  • data
  • risk
  • safety
2 Reactions 3 Comments
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