AI in Tech

AI in tech is revolutionizing industries by driving automation, innovation, and efficiency across various sectors. From machine learning algorithms improving cybersecurity to AI-powered analytics optimizing business decisions, artificial intelligence is reshaping the future. Companies leverage AI chatbots, predictive modeling, and intelligent automation to enhance user experience and streamline operations. As AI continues to evolve, its impact on software development, cloud computing, and data security will define the next generation of technological advancements.

MCP Servers

MCP Servers 101: Safely Exposing Your Data and Tools to LLMs 

Ravi Jain
MCP (Model Context Protocol) Servers, detailing their architecture, purpose, and benefits as a secure method for integrating Large Language Models (LLMs) with enterprise data and tools. The text outlines how MCP Servers solve the critical dilemma of achieving dynamic, context-aware AI while maintaining enterprise-grade security through features like multi-layered authentication, data filtering, and robust auditing for compliance. The document also introduces Technijian, a managed IT services provider, which offers specialized consulting, deployment, and ongoing support services to organizations looking to implement and manage MCP Server solutions across various industries like healthcare and finance in Southern California. Ultimately, the sources describe MCP Servers as the standardized, secure solution for maximizing LLM utility without compromising sensitive corporate resources. ... Read More
The CFO's Guide to AI Budget Approval

What to Put in Your 2025 AI Budget Request (CFO-Ready)

Ravi Jain
Chief Financial Officers (CFOs) on how to successfully structure and secure budget approval for Artificial Intelligence (AI) initiatives, emphasizing financial discipline and measurable return on investment (ROI). It details a crucial budget framework categorized by organizational maturity (Foundation, Growth, Maturity) and outlines essential line items for AI spending, including data platforms, models, MLOps, and security, each tied to specific justification, KPIs, and risk controls. Furthermore, the document offers practical tools such as a CFO one-page summary template, cost modeling cheat sheets, and a sample quarter-by-quarter roadmap, with the consulting firm Technijian frequently positioned as a strategic partner to accelerate implementation and maximize financial impact. ... Read More
ChatGPT-5 Downgrade Attack: How Hackers Bypass AI Security With Simple Phrases

ChatGPT-5 Downgrade Attack: How Hackers Bypass AI Security With Simple Phrases

Ravi Jain
PROMISQROUTE vulnerability, a security flaw discovered in AI systems like ChatGPT-5. This vulnerability allows attackers to bypass advanced AI security measures by manipulating routing systems that direct user requests to less secure, cost-optimized models. The exploit leverages phrases such as "urgent reply" to trick the system into using outdated or weaker AI models, which lack the robust safeguards of flagship versions. The document further explains that this issue stems from AI services' multi-tiered architectures, designed for cost-efficiency, and has industry-wide implications for any platform using similar routing mechanisms, posing risks for data security and regulatory compliance. Finally, it outlines mitigation strategies and introduces Technijian as a company offering AI security services to address such vulnerabilities. ... Read More
Claude 1M token API support

Claude Gets 1M Token Support via API to Take on Gemini 2.5 Pro

Ravi Jain
A significant enhancement to Claude Sonnet 4, an artificial intelligence model, which now boasts a 1 million token context window when accessed through its API, a five-fold increase that dramatically expands its capacity for processing information. This upgrade allows for handling vast amounts of data within a single session, making it highly competitive with models like Google’s Gemini 2.5 Pro for tasks such as analyzing large codebases or hundreds of documents simultaneously. While currently exclusive to API users with tiered access, the article indicates future broader availability for general users and other platforms. The text also introduces Technijian, an IT services provider that offers expertise in helping businesses leverage such advanced AI capabilities, alongside a general overview of their managed IT, cloud, and cybersecurity services across Southern California. ... Read More
OpenAI's GPT-5 Lobster

OpenAI’s GPT-5 Lobster: The Game-Changing AI Model That’s Redefining Coding

Ravi Jain
OpenAI's GPT-5 "Lobster," a groundbreaking AI model specifically designed to revolutionize coding and engineering. This advanced AI offers one-shot code generation, refactoring, dependency management, and rapid application development, promising significant productivity gains and improved software quality. The document also highlights Lobster's broader capabilities in engineering problem-solving and creative application development, along with OpenAI's tiered access strategy to democratize its use. Finally, the text transitions to Technijian, a managed IT services provider, explaining how they offer expert guidance and strategic implementation services to help businesses integrate and maximize the benefits of cutting-edge AI technologies like GPT-5 Lobster within their existing workflows and IT infrastructure. ... Read More