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.
## HackerNoon and the Sia Foundation Partner to Decentralize Tech Publishing 
By @pressreleases [ 3 Min read ]
HackerNoon is thrilled to partner with the Sia Foundation to back up its entire publishing archive. Read More.
The GTM Singularity: Reinventing Sales from First Principles in the Age of AI 
By @Ted-Chalouhi [ 3 Min read ] Discover the FLIP GTM Singularity Framework, a bold new model for replacing traditional sales with AI-driven growth systems. Read More.
GEAR: The Mental Model That Separates Scalers from Strugglers 
By @Ted-Chalouhi [ 3 Min read ] The GEAR Framework: Turning Revenue into a Precision Machine by Ted Chalouhi Read More.
AI Didn’t Kill Sales. It Made It Unrecognisable and Better 
By @hacker-aeozms7 [ 3 Min read ] The arrival of truly intelligent, always-on, AI-native revenue engines is dismantling the way we’ve structured go-to-market motions for 20 years. 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.
MCP Demystified: What Actually Goes Over the Wire?? 
By @val314159 [ 28 Min read ] let's explore manually sending the JSON over the wire for the MXP protocol Read More.
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.
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.
I Built an AI Copilot That Thinks in Exploits, Not Prompts 
By @kuwguap [ 4 Min read ] The story of how the AI pentesting assistant, RAWPA, evolved from a static toolkit into a dynamic, learning system. Read More.
The Data Delusion: Why Brands Trust Dashboards More Than People - And Why That’s a Mistake 
By @AlinaShcherbyna [ 6 Min read ] Why data alone misleads—and how emotion, feedback, and AI create better brand decisions. Read More.
Why Most AI Agents Fail in Production (And How to Build Ones That Don't) 
By @paoloap [ 6 Min read ] Learn how to take AI agents from prototype to production with this 5-step roadmap covering Python, RAG, architecture, testing, and real-world monitoring. 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.
GitHub Copilot Agent Looks Promising – Part4 (June 2025) 
By @markpelf [ 6 Min read ] GitHub Copilot Agent, as of June 2025, looks much more capable than it did 2 months ago Read More.
Moonwell’s Founder Calls for Better Crypto UX: “Take the Hippocratic Oath to Your Users” 
By @terezabizkova [ 9 Min read ] Moonwell founder Luke Youngblood on why crypto UX needs empathy, not ego—from passkeys to Paymasters, Beam, and better onboarding for the next billion. 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.
I Thought My Cloud Setup Was Secure — Until It Wasn’t 
By @nkmarvel [ 3 Min read ] Learn from a real-world cloud security mishap and discover the four key lessons every developer and DevOps team must know. Read More.
Alessio Vinassa on Building Ethical Blockchain Businesses: Technology with a Conscience 
By @drone [ 4 Min read ] Why values-led innovation is shaping the next phase of blockchain development Read More.
Jeff Mahony: The Maverick Investor's Guide to Real-World Success 
By @therealsjr [ 5 Min read ] In a recent candid conversation, Jeff Mahony, a seasoned investor with a distinctly contrarian philosophy, dismantled the Silicon Valley norms. Read More.
Character AI in 2025: A Practical Guide and Comparison With ChatGPT, Gemini, & More 
By @oladapo1 [ 13 Min read ] Character AI lets you build and chat with AI personas—but how useful is it really? This guide covers its features, flaws, and how it stacks up against tools. Read More.
The TechBeat: I Used AI Agents to Automate My Business — Here’s What Happened (6/27/2025) 
By @techbeat [ 2 Min read ]
6/27/2025: Trending stories on Hackernoon today! 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 (2025-07-04T06:11:03+00:00) The TechBeat: I Built an AI Copilot That Thinks in Exploits, Not Prompts (7/4/2025). Retrieved from https://www.scien.cx/2025/07/04/the-techbeat-i-built-an-ai-copilot-that-thinks-in-exploits-not-prompts-7-4-2025/
Please log in to upload a file.
There are no updates yet.
Click the Upload button above to add an update.