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Cyber Security

How Voice AI Architecture Shapes Compliance: Native S2S vs Unified Modular Stacks

For enterprise teams evaluating voice AI in 2025, the strategic question is no longer which model is “smartest.” It is which architecture gives you enough control, observability, and governance to operate safely in regulated, customer-facing environments. The market has effectively… Read More »How Voice AI Architecture Shapes Compliance: Native S2S vs Unified Modular Stacks

Red Teaming LLMs: Why Persistent Attacks Are Winning the AI Security Arms Race

Frontier large language models (LLMs) are failing under pressure — and not because attackers have discovered exotic, one-in-a-million exploits. What red teaming is revealing instead is more uncomfortable for security and engineering leaders: if an adversary can automate a sufficient… Read More »Red Teaming LLMs: Why Persistent Attacks Are Winning the AI Security Arms Race

Prompt Injection Is Permanent: What OpenAI’s Atlas Hardening Means for Enterprise AI Security

OpenAI has publicly acknowledged what many security leaders have already concluded from hard-won experience: prompt injection will not be “fixed.” In a detailed post on hardening its ChatGPT Atlas agent against prompt injection, the company states that the issue is… Read More »Prompt Injection Is Permanent: What OpenAI’s Atlas Hardening Means for Enterprise AI Security

ocsp stapling

Modernize PostgreSQL Certificate Revocation List with OCSP Stapling

The Online Certificate Status Protocol (OCSP) serves to real-time validate the status of a certificate, offering a much better alternative to the Certificate Revocation List (CRL). OCSP Stapling, utilized in SSL/TLS protocols, involves the server proactively transmitting a recent OCSP response alongside its certificate during the handshake. This enables the client to verify the certificate’s status without direct communication with the OCSP responder

Postgresql tls security

A Guide to Set up TLS Security in PostgreSQL

PostgreSQL is a robust open-source database management system, earning the distinction of DBMS of the Year 2023. Users choose PostgreSQL due to various reasons, such as SQL support, Query Optimization, and Reliability, etc. In this blog, I will guide you through the process of setting up a TLS connection between a PostgreSQL server and the psql client using self-signed certificates