Building a Personalized LinkedIn Feed with Familiar Tools
Building a Personalized LinkedIn Feed with Familiar Tools

Why Personalizing Your LinkedIn Feed Matters
If you’re anything like me—and most professionals I know—LinkedIn is a daily touchpoint for industry news, connection, and that elusive spark of inspiration. But let’s be honest: what you want from your feed and what you actually get are rarely the same thing. I’ve felt that friction too. LinkedIn promises a curated view into your professional world. In reality? It’s often a noisy blur of updates, job changes, and viral posts that barely relate to the work you care about most.
So here’s the shift: personalizing your feed isn’t just a nice-to-have for busy professionals. It’s essential if you want real value from your time online. Imagine opening LinkedIn and seeing only the discussions, thought leaders, and case studies that genuinely matter to you. Suddenly, LinkedIn transforms—from a digital hallway full of random chatter into a focused mastermind group tailored to your goals.
And this isn’t just wishful thinking. With LinkedIn’s global audience swelling to hundreds of millions across every field, the “one size fits all” model is stretched to its breaking point. The challenge isn’t more content—it’s the right content.
A simple mental model guides me here: signal-to-noise ratio. In spaces overflowing with information like LinkedIn, maximizing the signal (content that serves your goals) and minimizing the noise (irrelevant distractions) is everything.
If you’ve ever scrolled and felt your energy drain while wading through fluff, you know exactly what I mean.
But this goes deeper than comfort or convenience. A personalized feed is a competitive edge. When what you see aligns with your niche and interests, you spot trends sooner, connect more meaningfully, and uncover opportunities others miss. For specialists, cutting through the noise isn’t just helpful—it’s non-negotiable. That’s why I stopped waiting for the platform to catch up and decided to build my own solution.
If you’re interested in shaping your own digital environment, consider exploring the strategies in Creating With Intention on LinkedIn: Your Brand, Your Move, which dives into how intentional content curation can reinforce your professional identity.
The Frustration Behind the Default Feed
Let’s not sugarcoat it: LinkedIn’s default feed can feel like digital quicksand. Maybe you start with an insightful thread, but within minutes, you’re lost in memes or endless “congratulations” posts. The core problem? The algorithm is built to maximize engagement at scale—not to serve the nuanced needs of those of us working in tightly defined niches.
On paper, the AI-powered algorithm looks impressive. But in practice, “relevant” gets blurred with “popular”—and popular rarely means personal. You can prune your connections and join groups all day long; engagement metrics will still tilt your feed toward buzzworthy posts over truly relevant conversations.
This isn’t just my pet peeve; I hear it across industries. Data scientists tell me how tough it is to find rigorous research threads amid generic career advice. Engineers crave deep dives but get hit with surface-level trends instead. Marketers look for sector-specific news but wind up with broad-brush takes that miss the mark.
Despite LinkedIn’s claim of an 80% drop in complaints about irrelevant content, many users still feel a disconnect between what they need and what they get.
But here’s the real cost: time. Every minute spent scrolling past off-target updates is time not spent learning, connecting, or contributing in your field. For anyone who values efficiency—and who doesn’t?—this friction adds up fast. It’s like showing up at a conference hungry for expert panels, only to get trapped making small talk in the lobby. Over time, that mismatch can sap your motivation to check LinkedIn at all—not because there’s no value, but because that value gets buried beneath the noise.
The good news? There are ways to reclaim your feed and use visibility as a force for positive contribution. For a deeper perspective on showing up authentically online, consider Visibility Is Contribution, Not Self-Promotion.
Building a Personalized LinkedIn Feed: My MVP Approach
I’ll be honest: I hit my limit with passive scrolling and waiting for algorithm tweaks. Instead, I started building my own tool—a way to surface more relevant LinkedIn posts tied directly to my niche.
My approach? MVP mindset all the way. Get something working fast, even if it’s basic—a “hello world” for personalized discovery. For me, that meant a simple Edge browser extension.
Why an extension? It’s lightweight, doesn’t clutter my workflow, and gives me customization power right where I need it—in my browsing session. On the tech side, I stuck with what I know: Vue.js on the frontend, Node.js for backend tasks. Not just because they’re popular, but because they’re familiar—I didn’t want to get bogged down wrestling with a new stack when my real goal was to solve my problem quickly.
This is where the ‘Build-Measure-Learn’ loop from Lean Startup thinking comes in handy: build something minimal, measure its impact, and then refine based on real feedback.
The first version was intentionally barebones: it hooks into my LinkedIn browsing session and pulls out posts based on specific keywords, hashtags, and user-defined signals. No AI or fancy logic yet—just straightforward filters letting me narrow what appears in my feed. The point isn’t complexity; it’s control. Even this basic level of filtering has transformed my LinkedIn routine from passive scrolling to active discovery.
Not ready to code? You’re not out of luck—there are ways to take back your feed without building from scratch. For instance, browser extensions like uBlock Origin make it easy to block or customize your LinkedIn news feed, providing a practical workaround if you want more control right now.
For those interested in creating with authenticity instead of following formulaic approaches online, Stop Chasing Formulas—Create with Authenticity offers some thought-provoking advice on building tools—and brands—that reflect who you truly are.
Choosing Familiar Tools for Faster Shipping
This is a sticking point for a lot of builders—including me: chasing after the “best” tech stack because it feels like progress on paper. But if your real goal is to solve your problem quickly—or ship something useful—familiarity almost always trumps theoretical perfection.
That’s what developers call ‘developer velocity’: using tools you already know so you can move faster and test ideas sooner.
For me, Vue.js and Node.js weren’t just resume buzzwords—they’re tools I’ve used across projects big and small. Familiarity means less time troubleshooting and more time building features that matter.
Momentum is everything in early-stage projects. Quick feedback—from yourself or a handful of early testers—lets you iterate toward something valuable much faster than any “perfect” stack ever could.
Momentum is everything in early-stage projects. Quick feedback—from yourself or a handful of early testers—lets you iterate toward something valuable much faster than any “perfect” stack ever could. Sure, learning new tech is tempting (and can pay off later), but at this stage? Speed and clarity win.
If you’re torn between “perfect” and “practical” at the MVP stage, here’s my nudge: your first goal isn’t scalability or elegance—it’s learning. You’re testing hypotheses about user needs—not building for millions (yet). The right stack is the one that gets you answers fastest.
As this resource on selecting an MVP technology stack notes, familiar tools impact everything from speed to security—but speed matters most early on.
Curious how a focus on starting small can pay off? The lessons shared in 100 Posts Later: The Power of Getting Started show why momentum trumps perfection every time.
From MVP to Growth: Lessons and Next Steps
With my personalized feed MVP running in my browser, things are already shifting—not just in what I read but how I feel about opening LinkedIn each day. Even basic filtering by niche-relevant terms has cut through distractions and surfaced gems I’d otherwise miss.
What surprised me most? Early adopters shape a tool as much as its creator does. Sharing my MVP with a few trusted peers—and watching where they got stuck or what delighted them—taught me more in days than months of solo tinkering ever could.
Of course, this is just the beginning. My wishlist keeps growing: smarter filtering (maybe some lightweight NLP), better controls for tweaking preferences, ways to share custom feeds with teams or communities who care about similar topics. Each feature will be shaped by real feedback—not abstract planning sessions.
If building an intentional presence online resonates with you—especially if you’re not aiming for influencer status—No, You Don’t Need to Be an Influencer to Build Your Brand explores how small acts can have outsized impact on your professional reputation.
What excites me most isn’t just reclaiming my own attention span—it’s the potential ripple effects across teams and communities. Imagine entire teams using custom feeds to spot sector-specific trends early or communities building shared intelligence through collective filters. It could fundamentally change how professionals interact with information at scale.
For those interested in why specialization makes such a difference online—and how it ties into personalizing digital experiences—Unlock Your Superpower: The Power of Specialization is worth reading.
For now, I’m documenting every step—the wins and the failures—in daily posts. If you’re curious about engineering hacks, leadership lessons, or just want to watch an idea move from scratch pad to shipped product, join me on this journey (and please share your own discoveries—I learn as much from others as from my own experiments).
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Get Weekly InsightsPersonalizing your LinkedIn feed isn’t just possible—it’s within reach if you’re willing to build (or adapt) your own tools. If you’re tired of scrolling past noise and want more control over your professional learning environment, start with what you know best and iterate quickly. Even a simple MVP can make a surprising difference.
Personalization isn’t only about filtering; it’s about reclaiming your attention and shaping your digital environment to work for you.
Next time you look at your own feed, ask yourself: which small change could make a big difference? Take that first step toward a more intentional LinkedIn experience—you might be surprised how far it takes you.
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