Cybersecurity Blog
Category: AI
AI Prototyping vs MVP: Which One Do You Need?
Posted May 2, 2026
AI prototype vs MVP vs PoC vs feasibility study. Which artifact retires which risk, when to skip an MVP for a...
How to Evaluate an AI Prototype: A Buyer's Framework
Posted May 2, 2026
How to evaluate an AI prototype before funding production. Five-dimension scoring framework, the quick triage test,...
AI Prototype to Production: A Roadmap That Ships
Posted May 2, 2026
From AI prototype to production roadmap. Six parallel workstreams, the most common stall points, and how long the...
Private AI for CTOs: Why Regulated Teams Leave ChatGPT
Posted April 15, 2026
Why mid-market CTOs under HIPAA, CMMC, or GDPR are retiring public ChatGPT for private AI fleets. Compliance math and...
AI Threat Detection 2026: How AI Transforms Cybersecurity
Posted April 2, 2026 in AI, Cybersecurity
The volume and sophistication of cyberattacks have outpaced the ability of human analysts to keep up. In 2025 alone,...
Jan AI Review: Local-First LLMs for Regulated Businesses
Posted December 31, 1969
Honest review of Jan AI, the open-source local-first ChatGPT alternative. When it fits regulated businesses and when...
Claude Design Principles for Regulated AI Builds
Posted December 31, 1969
How Anthropic's Claude Design and safety-first philosophy translates into production AI tooling for regulated...
Seedance 2.0 for Business Video: What Owners Need to Know
Posted December 31, 1969
Seedance 2.0 is ByteDance's new AI video model. How it compares to Sora 2, Veo 3, Runway, Kling, and Pika, with a...
Karpathy's Autoresearch: What It Means for Enterprise R&D
Posted December 31, 1969
Andrej Karpathy's autoresearch loop runs AI experiments overnight on a single GPU. Here is what it means for...
Claude SDK: Ship Production AI Agents Safely
Posted December 31, 1969
Build production AI agents on the Claude SDK. Petronella Technology Group shows the architecture, tool use, prompt...
Paperclip for Claude: How to Vet AI Extensions Safely
Posted December 31, 1969
Paperclip for Claude turns Claude Code agents into a coordinated team. What it does, where the risks sit, and how to...
Hermes Agent: Open-Source AI for Regulated Businesses
Posted December 31, 1969
Hermes Agent from Nous Research runs self-hosted AI on your own infrastructure. See when it beats Claude and GPT for...