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Model Context Protocol: What Is It and How to Learn It
A connective infrastructure called Model Context Protocol (MCP) allows large language models (LLMs) and other types of AI to interact with tools and data sources. This open-source framework facilitates these connections between tools. “Model Context Protocol (MCP) is an open standard that enables AI systems to connect directly to the tools, data, and services where real work happens,” said Fred Roma, senior vice president of product and engineering at MongoDB. AI models have been trapped inside chat interfaces and limited in their actions, according to Roma. Now MCP makes applications AI accessible for software builders. That enables agents to discover and use external tools, he added. “Instead of building a custom integration for every app, builders expose capabilities through an MCP server once, and any compatible AI can find it and start using it,” Roma said. You can connect a platform like ChatGPT to a common tool like Slack. And if you connect MCP to Atlassian Suite, Jira or Confl
Silver Exit Reshapes Tech Talent Pipeline
Silver Exit Reshapes Tech Talent Pipeline as Older Workers Leave Workforce A growing wave of workers over 55 leaving the labor force is beginning to reshape the U.S. employment market, creating new pressures around hiring, workforce planning and skills retention. A report from IMPLAN identifies this as the “Silver Exit” trend, with 3.15 million workers who are 55+ leaving the workforce since 2020. For the tech industry, the trend raises concerns about the loss of experienced talent, widening knowledge gaps and intensifying competition for mid-career IT professionals at a time when demand for technical expertise remains high. Nadège Ngomsi, economist at IMPLAN, explains the Silver Exit is reshaping IT demand in two ways at once. “First, it is reducing the supply of experienced workers across the economy, including in technical and technology-adjacent roles,” she explains. “The demand is pivoting from growth to replacement.” In 2026, the IT sector is seeing an average 6% annual replaceme
Cybersecurity Careers: Advice for Grads Navigating an AI-Driven Job Market
In the spring of 2025, U.S. colleges and universities awarded bachelor's degrees to more than 2 million students. Now, a new class of graduates is preparing to leave school, collect their degrees and face the same difficult-to-read job market the previous group did 12 months ago. These difficulties are especially true for members of the class of 2026 pursuing career opportunities in technology and cybersecurity. A look at the high-tech Silicon Valley sector shows fewer opportunities for graduates, combined with a high level of instability. In recent weeks, Oracle announced it would eliminate 30,000 jobs, while Meta — Facebook’s parent company — announced 8,000 layoffs, or about 10 percent of its workforce. While some of these tech firms are using artificial intelligence (AI) to fill entry-level IT and cybersecurity positions, many are slashing or reducing roles to readjust after hiring sprees during the COVID-19 pandemic. This also means tech and cybersecurity professionals are moving
Emerging Tech Management Roles – And How to Land One
After a multi-year contraction in tech management hiring, recruiters and career coaches are seeing a notable uptick in demand, especially for leaders who excel at developing people, leading change and deriving value from the application of nascent technologies. For instance, Josh Bob, head career coach for mid-career tech professionals, has placed seven clients in the last three weeks, including three at a managerial level. While the overall market remains highly competitive, it paradoxically creates opportunities for both experienced “unicorn” managers and up-and-coming individual contributors (ICs) who possess deep technical expertise and superior soft skills, Bob says. To his point, a LinkedIn study confirms that employers are prioritizing internal promotions, with nearly 50 percent actively planning to fill roles from within in 2026. The catch is that many positions are being created on the fly, making proactive preparation and positioning paramount. Here’s a look at the roles gain
You Can't Secure What You Can't See, Visibility Is IT's Next Career Edge
As modern systems grow more distributed, automated, and fast-moving, IT environments have evolved from collections of infrastructure to dynamic ecosystems driven by real-time decisions. Cloud services, APIs, AI-driven tools and automated security responses all operate at a scale and speed where human oversight is no longer constant, but still critically necessary. Without strong visibility, organizations risk allowing automated systems to make isolated decisions that may be technically correct but operationally harmful. Visibility enables teams to apply governance, enforce policies, and align system behavior with business intent. Visibility is no longer just about monitoring logs or metrics, it has become an operational capability. IT professionals must be able to understand system behavior in context, correlate events across environments, and intervene when automated actions could negatively impact the business. “Modern visibility requires tools that can correlate data across environm