Data Custodian

Job Hunting Tools & Sites for Modern Job Seekers Look, the job hunt can be brutal. But here's the thing—you don't have to go at it alone with just a resume and a prayer. There's a whole arsenal of tools out there that can make your life so much easier. Whether you need to optimize your resume, track where you've applied, or prep for interviews without losing your mind, I've got you covered. Let's dive into the best resources that'll actually help you land something great. 📝 Resume & Application Optimization Jobscan.co jobscan.co Real talk: most companies use robots (ATS systems) to filter resumes before a human even sees them. Jobscan is like having X-ray vision into what those robots want. Just paste in a job description and your resume, and it'll tell you exactly what keywords you're missing and why you might be getting auto-rejected. It's saved countless people from the black hole of ...

Basically, everyone thinks putting data into an AI is like putting it in a vault. Patrick Walsh from IronCore Labs shows us it’s actually more like writing it on a whiteboard in a public hallway. Sure, you might use a "guardrail" (a.k.a. a sticky note saying 'Please don't read this' ), but eventually, someone is going to peek. 1. AI Doesn't Forget, It Just Hides It Poorly We’ve been told AI is a "black box" where data gets turned into math and disappears. False. Patrick proves that AI is more like a digital hoarder. It keeps "Shadow Data" tucked away in its pockets. If an attacker asks the right way (or just asks 1,000 times), the AI will eventually cough up the goods—passwords, social security numbers, you name it. 2. Embeddings are Just "The Map to the Treasure" Technical folks love talking about "embeddings" like they’re some secret code. In reality, they're just a GPS coordinate for your data. If a hacker gets i...

I’ll be honest: the first few weeks of 2026 and the job hunt were quiet. Too quiet. I was doing what everyone tells you to do—hitting "Apply" on job boards, tailoring resumes, and waiting. The result? Total silence. But lately, things have started to pick up steam. I’m finally seeing movement and having the right conversations. But here is the kicker: Not a single interview has come from a cold application. Every bit of momentum I have right now has come from two things: Staying active here on LinkedIn and blogging about my industry. Leaning on my incredible network. The "Apply" button is a lottery. Your network is an ecosystem. When I was let go recently due to company-wide cost-cutting (RIF), it was a gut punch. It’s easy to feel like you’re shouting into a void when you’re job hunting alone. Finding a community like Phyl.org was a game-changer; the philosophy of "Never Go It Alone" is exactly what I needed. I also wouldn't be where I am without t...

  The Nicest Mean Thing Anyone Ever Said to Me They say if you don’t have anything nice to say, come to New England—they’ll find a way to make the truth sound like a compliment while it’s hitting you square in the face. A few years ago, I was in Massachusetts talking shop with a company about our product. We were deep in the weeds of technical specs, complex workflows, and "robust" capabilities. At the end of the demo, the lead stakeholder looked at me and delivered a line that has haunted me ever since. He smiled and called our platform "Expert Friendly." At the time, I almost took it as a win. It sounded like a nod to our power and sophistication. But that phrase stuck in my craw for years, and it finally came back to me recently after hearing an advertisement for a simple, single-purpose product. It hit me: "Expert Friendly" is just polite corporate-speak for "This is a nightmare to use." The reality check was in the documentation. At the time...

If LLMs are the "brain," AI Agents are the "hands." As vendors move toward securing agentic workflows, the stakes shift from data leaks to unauthorized actions . In Parts 1 and 2, we explored how data protection vendors are using DSPM and CSPM to govern how AI "reads" data. But we are quickly moving into a new era: The Agentic Era . Unlike a chatbot that simply summarizes a document, an AI Agent—powered by platforms like Google's Gemini or Microsoft's Copilot—can act . It can trigger a refund in a CRM, update a record in a production database, or move files between cloud buckets. While this level of automation is a productivity goldmine, it creates a massive "Identity Crisis" for primary data security. The Shift from "Read" to "Write" Risk The moment an AI is given "Agency," the security model must change. In a traditional setup, humans are the primary actors. In an agentic workflow, a Non-Human Identity (NH...