What to Do While I Wait for Claude

I’m writing this in the 45-second void that defines my work life these days – the agonizing little eternity while I wait for Claude to respond. Yes, that Claude, the oh-so-clever AI assistant that’s become my daily co-builder and occasional bane. I spend all day building incredible things with Claude, but I also spend an … Read more

Why Hackers ❤️ Your Expired Domains and Outdated JavaScript

Most companies obsess over phishing emails, firewalls, and endpoint protection but miss a quieter, equally dangerous threat. Do companies know how their web applications behave in the browser of their users? Outdated third-party scripts aren’t just a lapse in IT hygiene. They’re an open invitation to data theft, fraud, and regulatory fallout. When a forgotten … Read more

Cybersecurity Essentials For Startups: 8 Tools to Scale Safely (and Avoid a Breach)

Cybersecurity tools for startups sound important until you Google them and end up with no idea what half of them actually do. Many security tools aren’t built with startups in mind. They’re either expensive, complex, or designed for enterprises with a full-blown IT department. 43% of cyberattacks target small businesses, and 60% of those hit … Read more

Decentralized AI: Developing Permissionless Infrastructure Intelligence

The Shift in AI’s Role Artificial intelligence has evolved from a software layerto the operating system of contemporary society. n It has an impact on infrastructure, money, governance, and communication. However, the current state of AI development presents serious concerns because it is concentrated in the hands of a select few rather than being shared … Read more

The ROI of Digital Tools in Construction: What the Numbers Say

The construction industry is in the midst of a digital transformation boom, but how can businesses adopt new tools in a sustainable way while watching out for their ROI? Embracing digital transformation in construction is rarely cheap. From implementation costs to ongoing maintenance and training, expenses can begin to multiply. Because of the high outlay … Read more

AI in the Battle Against Health Disparities

In the health care industry, disparities are differences in treatment access and patient outcomes among various groups. They cause the avoidable loss of lives and dollars, both of which are unacceptable. In the long term, they lead to major consequences for everyone, not just those directly impacted. Since this issue is so broad and complex, … Read more

Alternative Architectures for Multi-Token Prediction in LLMs

Table of Links Abstract and 1. Introduction 2. Method 3. Experiments on real data 3.1. Benefits scale with model size and 3.2. Faster inference 3.3. Learning global patterns with multi-byte prediction and 3.4. Searching for the optimal n 3.5. Training for multiple epochs and 3.6. Finetuning multi-token predictors 3.7. Multi-token prediction on natural language 4. … Read more

How Can Decentralized Systems Combat the Network Effect? Answer to Win from 15,000 USDT

For a chance to win from 15,000 USDT in the Spacecoin Writing Contest, we’re asking you to explore how a decentralized internet could challenge the dominance of platforms built on scale. :::info This template is a guide, not a constraint—answer the title question however you see fit HERE. If it doesn’t work for you, choose another … Read more

Self-Speculative Decoding Speeds for Multi-Token LLMs

Table of Links Abstract and 1. Introduction 2. Method 3. Experiments on real data 3.1. Benefits scale with model size and 3.2. Faster inference 3.3. Learning global patterns with multi-byte prediction and 3.4. Searching for the optimal n 3.5. Training for multiple epochs and 3.6. Finetuning multi-token predictors 3.7. Multi-token prediction on natural language 4. … Read more

How Effective Is GitHub Copilot?

Table of Links Abstract and 1. Introduction 2. Methodology and 2.1. Research Questions 2.2. Data Collection 2.3. Data Labelling 2.4. Data Extraction 2.5. Data Analysis 3. Results and Interpretation and 3.1. Type of Problems (RQ1) 3.2. Type of Causes (RQ2) 3.3. Type of Solutions (RQ3) 4. Implications 4.1. Implications for the Copilot Users 4.2. Implications … Read more

Which RPC node—Ethereum, Solana, or Polygon—is the best choice for your dApp?​

Building a decentralized finance (DeFi) dApp implies having a secure link to blockchain networks. My article compares the three largest blockchains – Ethereum, Solana, and Polygon (PoS). I compare from the perspective of RPC node usage in DeFi apps. We’re concerned with performance (speed, throughput) and price, described in simple terms. We’ll also take into … Read more

How to Use Redis for Caching in Full Stack Applications

Why Caching Matters in Full Stack Apps What is Redis? A Simple Overview How Redis Works Behind the Scenes When Should You Use Redis? Common Use Cases for Redis Caching Setting Up Redis: Quick Start Guide How to Connect Redis to Your Application Frontend Integration Backend Integration Caching Patterns with Redis Cache-Aside Pattern Write-Through Pattern … Read more

Would You Use Clojure Again? These Companies Say Yes — and Here’s Why

Continuing our exploration through episodes 5–10 of “Clojure in Product. Would you do it again?” podcast, we encountered teams facing the realities of growth, evolving requirements, and the long-term implications of their technology choices. These conversations with leaders from HolidayPirates, CyCognito, Red Planet Labs, Mobot, JustOn, and Metabase reveal how Clojure performs not just in … Read more

The OpenTelemetry Evolution: From Vendor Lock-in Nightmare to Observability Freedom

Remember when switching observability vendors meant rewriting your entire instrumentation stack? When you had to choose between Jaeger’s tracing or Prometheus metrics because they spoke different languages? Those dark days of observability fragmentation are behind us, thanks to one of the most successful open-source projects in recent history: OpenTelemetry. But OpenTelemetry didn’t appear overnight. Its … Read more

This AI Tool Turns Kubernetes Commands Into Conversations

In the fast-evolving world of cloud-native development, Kubernetes has taken the crown as the go-to solution for container orchestration. But let’s be honest—as powerful as it is, the command-line tool kubectl can feel like an unforgiving spellbook. Remembering flags, writing endless YAML, and debugging pods with cryptic logs isn’t exactly fun. Now, imagine being able … Read more

What Content to Create and How to Publish It, Part 2

Overview In today’s digital landscape, creating compelling and polished content is essential for capturing and retaining audience attention. This comprehensive guide offers invaluable insights and strategies for optimizing your content across various platforms. From refining your writing and formatting techniques to maximizing audience engagement and platform-specific publishing, this guide covers everything you need to know … Read more

AI Agents for Beginners: Building Your First AI Agent

AI agents are everywhere right now, and for good reason. They’re transforming how we interact with software, moving beyond simple question-answer systems to tools that can actually do things for us. From customer support bots that can process refunds to coding assistants that can fix bugs across multiple files, agents are becoming the new interface … Read more

DolphinScheduler 3.2.0 Installation Guide and Troubleshooting Deep Dive

Author’s Note: Although this test confirms that the 3.2.0 single-node deployment is fully functional, the community still recommends version 3.1.9 for production use due to its higher stability.) General Overview From environment setup and deployment strategy, to step-by-step installation and troubleshooting common issues, this guide concludes with a brief test report. The structure is illustrated … Read more

Erhan Korhaliller Unpacks Web3 Conferences: Bridges To Innovation Or Echo Chambers Of Hype?

It’s that time of year again when millions across the crypto world are looking forward to attending highly anticipated industry events lined up for the year 2025. While some web3 conferences are expensive networking events, others offer real value. Token2049 Dubai, Consensus, EthDenver,  India Blockchain Week, to mention a few, are some of the biggest … Read more

Get Real-Time Server Security Alerts in Microsoft Teams with This Fail2Ban Integration

Ever wished you could get instant notifications in Microsoft Teams when someone tries to break into your server? I’ve got you covered! I recently created a solution that bridges Fail2Ban security monitoring with Microsoft Teams notifications, complete with geographical information about potential attackers. The Problem 🤔 As a system administrator, monitoring server security events can … Read more