Solana’s Block Propagation Problem Was Huge—Here’s How They Fixed It

In traditional blockchains, block propagation occurs through a peer-to-peer network in which new blocks and transactions are broadcast to all propagating nodes. This process usually happens sequentially or is flooded. However, this method is not scalable, as it becomes difficult to manage as the network grows due to the sheer number of communications. Let’s consider … Read more

Why Solana’s Consensus System is Both Genius and a Hardware Hog

A special thanks to Emmanuel Awoskia (2077 Collective), Zaddycoin (Shoal Research), Brady and Lostin (Helius), Dankrad, Bithiah Koshy (StablesMusings), Benjamin Sturisky (Starknet), Ceteris, Ashwath, and Yusuf (Delphi Digital), Pavel Paramonov, Fikunmi (Eclipse), Alex Hook (Untronfi), and Mhykhael (Alea Research) for their feedback, inspirations, and insights. What are Consensus Mechanisms? Consensus mechanisms are the guardrails in a blockchain network that ensure that all participants in the network agree on one source of truth to provide reliability along the network. These … Read more

Solana’s Secret to Staying Fast? A Blockchain Gossip Network

Key Takeaways Solana uses a peer-to-peer gossip protocol based on the Plumtree algorithm, allowing decentralized communication between nodes to propagate state changes efficiently across the network without relying on a central source. Every 0.1 seconds, Solana nodes exchange “push” and “pull” messages, ensuring continuous and up-to-date information sharing to maintain rapid data dissemination and synchronization … Read more

Lost Blockchain Data? Solana Has a Fix for That

The Significance of Data Recovery in L1 For Layer 1s to function, they rely on transaction data, smart contract data, program instructions, transaction history, etc. Ensuring the recoverability of this data is key for blockchains to remain functional and immutable. Every blockchain supports data recovery; however, the method of data recovery differs: Solana uses the … Read more

MCP: The Universal Standard Making AI Systems Talk (And Why Big Tech Is Betting Everything On It)

Picture this: Your AI assistant just wrote flawless code, generated a beautiful presentation, and drafted the perfect email. But when you ask it to check your calendar and schedule a meeting? “I’m sorry, I don’t have access to your calendar.” In 2025, this frustrating disconnect is finally becoming a relic of the past. While everyone’s … Read more

Can AI Really Code? I Put DeepSeek to the Test

By carlc, product marketing manager at Filestack. I remember the day I first started experimenting with DeepSeek for coding. It felt like stepping into a new dimension where code could almost write itself. At the time, I was juggling multiple projects, and I needed a way to streamline my workflow without sacrificing quality. That was when … Read more

Using Maven’s Dependency Analyzer to Get Rid of Unused Dependencies is Dangerous Advice Today

Recently, my good friend Richard Fichtner advised using the mvn dependency:analyze command to get rid of declared but unused dependencies: https://bsky.app/profile/did:plc:cc2k5egfzqpf3nbjrs5xox4r/post/3lcxfnsc2h62m?ref_src=embed&embedable=true While it was a great idea years ago, it’s dangerous advice today. In this post, I’d like to explain what the plugin does and why you shouldn’t use it but in the most straightforward … Read more

The Efforts Being Made Recently to Address the Shortcomings of Cybersecurity Testing

Table of Links Abstract and 1 Introduction 2. Current Security Testing Platforms 2.1. Recent progress 3. A New Testing Platform and 3.1. Testing platform roles 3.2. Web-based remote access 3.3. Testbed setup 4. Enabled Testing Methodologies 4.1. Secure Development Lifecycle (SDL) testing and 4.2. Penetration testing 4.3. Research testing 5. Conclusion & Outlook, and References … Read more

Current Security Testing Platforms: Verification Methods and More

Table of Links Abstract and 1 Introduction 2. Current Security Testing Platforms 2.1. Recent progress 3. A New Testing Platform and 3.1. Testing platform roles 3.2. Web-based remote access 3.3. Testbed setup 4. Enabled Testing Methodologies 4.1. Secure Development Lifecycle (SDL) testing and 4.2. Penetration testing 4.3. Research testing 5. Conclusion & Outlook, and References … Read more

Towards a New Configurable and Practical Remote Automotive Security Testing Platform

Table of Links Abstract and 1 Introduction 2. Current Security Testing Platforms 2.1. Recent progress 3. A New Testing Platform and 3.1. Testing platform roles 3.2. Web-based remote access 3.3. Testbed setup 4. Enabled Testing Methodologies 4.1. Secure Development Lifecycle (SDL) testing and 4.2. Penetration testing 4.3. Research testing 5. Conclusion & Outlook, and References … Read more

Presenting A General Automated Testing Approach for Detecting XPath-Related Logic Bugs

Table of Links Abstract and 1 Introduction 2 Background 3 Approach and 3.1 Differential Testing for XML Processors 3.2 XPath Expression Generation 3.3 XML Generation 4 Evaluation 4.1 Effectiveness 4.2 Efficiency 4.3 Comparison to the State of the Art 4.4 Analysis of BaseX Historical Bug Reports 5 Related Work 6 Conclusion, Acknowledgments, and References 6 … Read more

The Problems With Problem Solving: The Three Fallacies

Much of the life of software engineers, and those in other professions, is spent problem-solving. Some may say it is the bedrock of an engineer’s professional life. Over the past year, I’ve spent a significant amount of time learning how different people and professions solve different problems. At its heart, there is a fundamental conflation … Read more

How to Use OSINT and HUMINT to Land Your Next Role

I recently spoke to MBA students and alumni at Washington State University about executive hiring strategies. One idea that particularly resonated with attendees was using OSINT and HUMINT to gain a competitive advantage. With over 4,000 applicants competing for a single role at a company, your odds of reaching the recruiter screening stage are approximately … Read more

Reseller Spam Beggar Exposed: QuakeServices and the Fake Newsbreak Employee

Tired of spammy, desperate, and non-GDPR-compliant spam emails begging to sell you guest posts and links? Meet QuakeServices.com, a so-called outreach service person employed by the online publication https://www.newsbreak.com/ At the center of this pathetic operation and fake claims of employment is an Alias Harley Groff—or at least that’s the name they slap on their … Read more

How Agentic AI Could Revolutionize SaaS MVPs with Adaptive Features

Agentic AI has emerged as a major topic of discussion in recent months, garnering significant attention for its potential to transform automation, decision-making, and autonomy in AI-driven systems. Its rise has ignited debates around its diverse applications, challenges, and ethical implications. Among the sectors most likely to benefit from Agentic AI is Software-as-a-Service (SaaS). Today, … Read more

Mental Health Crisis Calls: The Government’s Controversial Idea to Track Them

Subscribe to Hello World Hello World is a weekly newsletter—delivered every Saturday morning—that goes deep into our original reporting and the questions we put to big thinkers in the field. Browse the archive here. Hi, everyone, On dark days, in the midst of a mental health emergency, many Americans look to a federal government program for … Read more

Man Who Lost $775 Million in Bitcoin Now Wants to Buy the Entire Landfill

James Howells, a computer engineer from Newport, U.K., is on a 12-year quest to recover a lost hard drive containing 8,000 Bitcoins, currently worth approximately $775 million, according to a report by ChainDesk. Howells accidentally discarded the hardware wallet in 2013, a time when Bitcoin traded at a mere $100 per coin. Now, as Bitcoin’s … Read more

Navigating the Competitive Crypto Market

The cryptocurrency market can be unpredictable, with some assets facing sharp declines while others experience exponential growth. Cardano (ADA) has recently experienced a 35% drop in value, prompting many investors to wonder what’s next for the token. Coldware (COLD) – What’s Driving the Growth? In contrast, Coldware (COLD) has experienced a massive surge in price, … Read more

Bitcoin’s Surge Can Be A Game Changer For Altcoins

The cryptocurrency market is experiencing its usual volatility, but the upcoming months could witness a significant shift. Bitcoin (BTC) is predicted to surge in the near future, and this surge is expected to have a ripple effect across the altcoin market. One of the altcoins that is particularly poised to benefit from Bitcoin’s momentum is … Read more

Beyond the Speed Trap: Building Software That Lasts

In the fast-paced world of software development, teams often prioritize speed, especially during the early stages of product development. Startups and established organizations alike feel the pressure to deliver customer value quickly, maintain a competitive advantage in emerging markets, and meet business-critical deadlines. This drive to “move fast and break things” frequently leads to scrappy … Read more