This content originally appeared on HackerNoon and was authored by Techbeat
How are you, hacker?
🪐Want to know what's trending right now?:
The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here.
## Case Study: How We Built an AI-Based Moderation System 
By @socialdiscoverygroup [ 6 Min read ]
Explore how an online dating platform scaled AI moderation with ChatGPT, custom prompt engineering, and in-house data labeling to cut review time 60x. Read More.
Coinzilla Delivers 75M+ Impressions, Powering Bitget’s 120% Growth in One Month 
By @coinzilla [ 3 Min read ] The results demonstrate how targeted campaigns, effective publisher selection, and real-time optimization can drive scalable growth for crypto brands. Read More.
A Data Engineer's Guide to PyIceberg 
By @confluent [ 2 Min read ] Learn how PyIceberg simplifies working with Apache Iceberg using Python—no JVM clusters needed. Ideal for small to mid-sized data lakehouses. Read More.
Under the Hood of WebRTC: From SDP to ICE and DTLS in Production 
By @oleksiijko [ 2 Min read ] Dive into WebRTC internals: how SDP, ICE/STUN/TURN, and DTLS-SRTP enable secure, real-time media between browsers with no plugins required. Read More.
Junior Cybersecurity Roles Are Vanishing—Blame Agentic AI 
By @morpheuslord [ 6 Min read ] MCP and ACP protocols are killing entry-level jobs. 94% of IT positions need experience, 90% of tasks automated. Adapt or perish in the AI job apocalypse. Read More.
How to Implement Multi-Tenant Authorization with Role-Based Access Control 
By @permit [ 11 Min read ] Learn how to implement scalable multi-tenant authorization using RBAC and Permit.io, with support for fine-grained and relationship-based permissions. Read More.
Playwright MCP Server Is Here: Let's Integrate It! 
By @brightdata [ 10 Min read ] Let’s uncover what the Playwright MCP server brings to the table, and how to use it with the OpenAI Agents SDK. Read More.
10 Things to Do After Your First Win—So It’s Not Your Last 
By @bigmao [ 7 Min read ] Your startup got its first win. Congrats. Now here's 10 things to do so you don't become a parody of your own pitch deck. Read More.
Phuket in 2025 – Your Crypto Paradise Under the Palms 
By @guyyanpolskiy [ 3 Min read ] Phuket 2025: Where crypto meets paradise! Web3 pros enjoy tax-free trading and a crypto payment pilot amid palm trees. Ideal for digital nomads seeking a tropical tech escape. Read More.
The Cybercriminal, The Elevator, and The Red Gucci Dress Prophecy 
By @jroseland [ 16 Min read ] Step into the darkly seductive world of Hourglass, a sci-fi novel exploring AI, biohacking, and post-human ethics in a near-future dystopia. Read More.
How We Turned the iPhone into a Laboratory Microscope with AI and BLE 
By @aminbenarieb [ 22 Min read ] Discover how an iPhone was transformed into a powerful laboratory microscope for real-time blood cell analysis using ML, Bluetooth and GRBL controller Read More.
5 Signs Your Startup Actually Has Brand Value 
By @kishoredasaka [ 4 Min read ] Startups often talk about brand, but very few actually have brand value. This article breaks down what makes a brand financially valuable. Read More.
What 300GB of AI Research Reveals About the True Limits of “Zero-Shot” Intelligence 
By @fewshot [ 6 Min read ] A study finds multimodal AI models like CLIP need exponential data for linear gains—raising questions about zero-shot generalization claims. Read More.
Reality Is a Shared Delusion — Pick a Better One 
By @scottdclary [ 3 Min read ] Everything you think is “realistic” about your life is just someone else’s delusion. Read More.
I Made Dall-E Transform Children's Sketches Into Realistic Images 
By [@maria piterberg](https://hackernoon.com/u/maria piterberg) [ 9 Min read ] How generative AI like DALL-E transforms children's sketches into realistic images - exploring creativity, child development, machine learning, and gen AI Read More.
How to Stop Your TV From Watching You 
By @TheMarkup [ 7 Min read ] Here's a guide to turning it off on three of the most popular smart TV software platforms in use last year. Read More.
How to Use LlamaIndex.TS to Orchestrate MCP Servers 
By @wassimchegham [ 4 Min read ] In this post, we’ll demonstrate how to orchestrate Model Context Protocol (MCP) servers in a real-world TypeScript application. Read More.
a16z Thinks Controversial Startup Cluely Is the Future of AI 
By @techthrilled [ 4 Min read ] As soon as a16z’s Bryan Kim saw Cluely’s buzz online, he was intrigued. He hadn’t even met the founder yet, but he could tell the company was onto something. Read More.
The Secret to Unlimited Energy, Moon Wars, and the SpaceX Lunar Conspiracy - What's It Really About? 
By @hillpot [ 6 Min read ] Everyone’s focused on Mars, but SpaceX’s first Starship mission has a far more chilling target: the Moon. Beneath talk of habitats and water mining lies a secret so powerful it could ignite the first war beyond Earth — and whoever claims it may control unlimited energy, unlimited AI… and humanity’s future. What’s really driving the lunar gold rush? You might not want to know. Read More.
Can AI Coding Tools Learn to Rank Code Quality? 
By @jwolinsky [ 9 Min read ]
Some language models are learning to recognize the kinds of patterns that usually show up in well-structured, reliable code. Read More.
🧑💻 What happened in your world this week? It's been said that writing can help consolidate technical knowledge, establish credibility, and contribute to emerging community standards. Feeling stuck? We got you covered ⬇️⬇️⬇️
ANSWER THESE GREATEST INTERVIEW QUESTIONS OF ALL TIME
We hope you enjoy this worth of free reading material. Feel free to forward this email to a nerdy friend who'll love you for it.
See you on Planet Internet! With love,
The HackerNoon Team ✌️
.gif)
This content originally appeared on HackerNoon and was authored by Techbeat
Techbeat | Sciencx (2025-07-10T06:10:58+00:00) The TechBeat: Junior Cybersecurity Roles Are Vanishing—Blame Agentic AI (7/10/2025). Retrieved from https://www.scien.cx/2025/07/10/the-techbeat-junior-cybersecurity-roles-are-vanishing-blame-agentic-ai-7-10-2025/
Please log in to upload a file.
There are no updates yet.
Click the Upload button above to add an update.