This content originally appeared on HackerNoon and was authored by Techbeat
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## System Design in a Nutshell 
By @amanila [ 59 Min read ]
Know system design fundamentals: UX components, databases, scaling strategies, security & compliance. Essential guide for developers & system design interviews. Read More.
Can Currencies Be Both Stable and Unlimited? I Built One That Says Yes 
By @chris127 [ 3 Min read ] Every economist says you can't have stable + unlimited currency. I built one with water price calibration. It could solve UBI, climate funding, and immigration. Read More.
The Limits of LLM-Generated Unit Tests 
By @khramov [ 10 Min read ] LLMs can generate unit tests, but do they truly validate code behaviour? This article explores Codex experiments revealing their real limits and pitfalls. Read More.
Klink Finance Partners with M20 Chain to Expand Web3 Earning Opportunities to Over 6 Million Users 
By @klink_finance [ 3 Min read ] Klink Finance the affiliate and ad tech infrastructure for Web3, enabling platforms to grow and monetize through a global network of partner offers & campaigns Read More.
Inside X-VPN’s Verification Process: Internal Review of Blind In/On‑Path Risks 
By @sandramitchell [ 3 Min read ] X-VPN’s internal review finds no user data leaks in Blind In/On-Path tests; Android routing behavior, not VPN flaws, caused observed signals. Read More.
From Tasks to Thinking Systems: Why Automation Starts in the Mind, Not the Machine 
By @hacker53037367 [ 18 Min read ] A reflection on why true automation starts with human thinking, not technology. Systems only work as clearly as the minds that design them. Read More.
Introducing Agentic Postgres, the Database for AI Agents 
By @tigerdata [ 4 Min read ] Tiger Data launches Agentic Postgres, the database built for agents. Instant database forks, native vector + BM25 search, MCP for AI agents. Start Free. Read More.
Elaborate Hoaxes in the Age of AI 
By @jacoblandry [ 4 Min read ] We know there's a lot of unethical ways to use AI but at what point are we not even going to know AI was used? Read More.
Weekly AI Startup Funding: October 12-19, 2025 
By @aifundingtracker [ 9 Min read ] AI startups raised over $2.4 billion this week across enterprise infrastructure, healthcare innovation, and fintech. Read More.
GitHub Rolls Out Open-Source MCP Server to Expand Copilot’s Reach 
By @ainativedev [ 3 Min read ] GitHub’s new MCP server empowers Copilot to automate dev workflows with real-time repo context - marking a leap from code suggestions to workflow actions. Read More.
New Google AI Studio Build: A FREE AI App Builder 
By @proflead [ 2 Min read ] Google AI Studio just rolled out a big update. It basically turns the platform into a free AI app builder. Read More.
Tool Calling for Local AI Agents in C# 
By @lcarrere [ 12 Min read ] LM-Kit .NET SDK now supports tool calling for building AI agents in C#. Read More.
Stop the Slop. Start Coding Smarter with AI 
By @@javar97 [ 10 Min read ] A 7-step checklist for developers to use AI tools effectively—without creating low-quality “slop.” Build, test, and scale with discipline. Read More.
The Complete Guide to Mega Productivity With Perplexity Comet (100 Shortcuts + 40 Prompts) 
By @sidsaladi [ 19 Min read ] Perplexity’s Comet browser changed how I work—AI-powered, distraction-free, and built for productivity, not ad clicks. Read More.
How AI is Disrupting the Idea of Creativity 
By @OurAI [ 10 Min read ] The capabilities of new AI models encourage us to reconsider what it takes for a work to be creative. Read More.
AI Bubble and the Free Market 
By @id [ 5 Min read ] The dominance of a few large firms exemplifies an oligopolistic market structure. These companies have significant market power, allowing them to set prices Read More.
The Lost Art of Web3 Marketing 
By @hackmarketing [ 6 Min read ] Explore why Web3 marketing feels like a lost art—and how projects can move beyond hype to build real, sustainable growth, community, and clarity in messaging. Read More.
Can ChatGPT Outperform the Market? Week 11 
By @nathanbsmith729 [ 4 Min read ] +8% increase in one day.. Read More.
How "Diablo AI" Will Destroy Your Marketing Budget and Business 
By @maksshev [ 6 Min read ] Ai-generated creatives give 34% better performance across all metrics than manual creatives. Read More.
A Guide to Familiarize Yourself With Workspaces in Go 
By @Go [ 7 Min read ]
Go 1.18 adds workspace mode to Go, which lets you work on multiple modules simultaneously. Read More.
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This content originally appeared on HackerNoon and was authored by Techbeat
Techbeat | Sciencx (2025-11-02T06:10:59+00:00) The TechBeat: Can ChatGPT Outperform the Market? Week 11 (11/2/2025). Retrieved from https://www.scien.cx/2025/11/02/the-techbeat-can-chatgpt-outperform-the-market-week-11-11-2-2025/
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