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Hiring Friction Is Undermining Confidence Across the Tech Workforce
Even as job search activity rises, the mechanics of hiring—ghost jobs, mismatched roles and slow processes—are eroding trust in the system. Professionals are applying more broadly, often below their skill level, just to secure employment. This friction is reinforcing pessimism and suppressing confidence. A lot of the friction in tech hiring today stems from how quickly the tech landscape has evolved and scaled. Applicants are leveraging AI and other new tools in their job search, leaving companies to manage a higher volume of applicants than ever before. In addition, AI-driven workflows and integration of AI into the workplace have shifted role requirements. This has created gaps between how roles are defined, how candidates are evaluated, and how hiring decisions are made. Skills Scarcity, Outdated Hiring Workflows Abhinav Shrivastava, IDC research manager, talent acquisition and strategy, explains the current hiring friction in tech primarily originates from the conundrum of skills s
Cloud Computing Growth Drives Need for Cyber Talent
While artificial intelligence (AI) garners outsized attention of late, organizations of all sizes continue investing in a wide range of cloud computing services and technologies to build out their infrastructure and support numerous initiatives. For example, recent Gartner research finds that spending on sovereign cloud infrastructure as a service (IaaS) – virtualized computing, storage and networking resources that are physically and legally bound within a specific country or territorial jurisdiction – is expected to reach $80 billion in 2026 as businesses and government agencies seek out alternative services and providers during a time of increasing geopolitical uncertainty. Sovereign cloud IaaS is merely one area of the cloud computing business that continues to grow. These cloud technologies must also be secured from various cyber threats. Businesses and government agencies often struggle to ensure visibility, detection and response to attacks and breaches that can target cloud app
Lessons From a Career in Small Dev Teams
Between 2000 and 2026, I worked as a Software developer for seven years in a software house on a small bank front office trading system Spent six years in a big U.S. bank on their oil Commodity trading software and then Eight years supporting a legacy property finance system for small and medium realtors and agencies. All teams were small with four or five developers and a manager. Here are a few things I’ve picked up along the way. There Is Nothing More Frustrating Than Slow Responses A couple of the projects I’ve worked on required working with other teams. One in particular was using a technology I was unfamiliar with and needed the involvement of an engineer from another team to set up and configure things with a bit of hand-holding. The server they provided was used in production so they wouldn’t make me be an admin for the fear of me bringing it all down. On an earlier project I’d been admin and was able to do all the configuration and figure things out with a bit of trial and er
Run Smarter, Keep Your AI Local
Running an AI locally isn't just a fun experiment — it's a genuinely useful skill for any tech-curious professional. Your data stays on your machine, the model runs on your hardware, and there's no subscription fee ticking in the background. But what does it actually look like in practice? There are several methods out there to choose from. Add AI capability to your software. It talks to a remote AI LLM and gets results back. You can also do this with Copilot and Excel or Word assuming you have an AI license and Microsoft 365 subscription. Run an LLM on your PC using your GPU. Run an AI agent on your PC like OpenClaw that communicates over messaging platforms with remote LLMs. This guide walks you through the steps for option #2, but rather than just running AI, lets it through its paces with a real task: reading every Charles Dickens novel ever written and answering questions about them. I started by obtaining a text file of all of Dickens’ works; a quick search found the Internet Arc
Offense, AI, Regulation: What Pros Should Know About Trump’s Cybersecurity Strategy
Since President Donald Trump returned to the White House in January 2025, the administration has focused less on cybersecurity concerns facing the U.S. compared to other issues, including tariffs, tax cuts through the “One Big Beautiful Bill” Act and international conflicts. The Trump administration, however, has made substantial changes to the scope and staff of the U.S. Cybersecurity and Infrastructure Security Agency. The White House has also signaled that it plans to take a more hands-off approach to cybersecurity, including shifting security burdens to state agencies and reducing regulations and oversight of businesses. Now, the administration has laid out its national cybersecurity vision that will guide its priorities for the next two and a half years. The National Cyber Strategy, officially released March 7, offers six “pillars” that the Trump administration will focus on. These include: Shape Adversary Behavior: This section outlines how the Trump administration plans to use a