engineering leadership

The Polinrider and Glassworm Supply Chain Offensive: A Forensic Post-Mortem

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Industrialised Software Ecosystem Subversion and the Weaponisation of Invisible Unicode Executive Summary The early months of 2026 marked a pivotal escalation in the sophistication of software supply chain antagonism, characterised by a coordinated, multi-ecosystem offensive targeting the global development community. Central to this campaign was the Polinrider operation, a sprawling initiative attributed to Democratic People’s … Read more

The LiteLLM Supply Chain Cascade: Empirical Lessons in AI Credential Harvesting and the Future of Infrastructure Assurance

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TL:DR: This is an Empirical Study and could be quite long for non-researchers. If you’d prefer the remediation protocol directly, you can head to the bottom. In case you want to understand the anatomy of the attack and background, I have made a video that can be a quick explainer. Background and Summary: The compromise … Read more

The Velocity Trap: Why AI Safety is Losing the Orbital Arms Race

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“The world is in peril.” These were not the frantic words of a fringe doomer, but the parting warning of Mrinank Sharma, the architect of safeguards research at Anthropic, the very firm founded on the premise of “Constitutional AI” and safety-first development. When the man tasked with building the industry’s most respected guardrails resigns in … Read more

What is the Latest React Router Vulnerability And What Every Founder Should Know?

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Today the cybersecurity world woke up to another reminder that even the tools we trust most can become security landmines. A critical vulnerability in React Router, one of the most widely-used routing libraries in modern web development, was disclosed, and the implications go far beyond the frontend codebase. This isn’t a “just another bug.” At … Read more

What Caused Cloudflare’s Big Crash? It’s Not Rust

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The Promise Cloudflare’s outage did not just take down a fifth of the Internet. It exposed a truth we often avoid in engineering: complex systems rarely fail because of bad code. They fail because of the invisible assumptions we build into them. This piece cuts past the memes, the Rust blame game and the instant … Read more

Why One AWS Spot Still Crashes Sites In 2025?

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It started innocently enough. Morning coffee, post-workout calm, a quick “Computer, drop in on my son.” Instead of his sleepy grin, I got the polite but dreaded: “There is an error. Please try again later.” -Alexa (i call it “Computer” as a wannabe Capt of NCC1701E) Moments later, I realised it wasn’t my internet or … Read more

The 3-Headed Monster of SaaS Growth: Innovation, Tech Debt, and the Compliance Black Hole

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Picture this: your SaaS startup is on the verge of launching a game-changing feature. The demo with a major enterprise client is tomorrow. The team is working late, pushing final commits. Then it happens—a build breaks due to legacy code dependencies, and a critical security vulnerability is flagged. If that weren’t enough, the client just … Read more

How To Measure Real Success In Software Engineering

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Recently, while attending The Business Show in London, I engaged in a conversation with a CXO of an upcoming Fintech company. The discussion began with cybersecurity implementation—a topic close to my heart—but quickly veered into the realm of engineering throughput. What followed was an incoherent rant by the CXO, a frustrating narrative about firing their … Read more

The Truth About “Ghost Engineers”: A Critical Analysis

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Disclaimer:This article is not intended to discredit Boris Denisov, Stanford University, McKinsey, or any other entities referenced herein. I hold immense respect for their contributions to research and industry discourse. While findings like these may resonate with practices in FAANG companies, large organizations, and mature startups, this critique seeks to explore the broader implications of … Read more

Hidden Threats in PyPI and NPM: What You Need to Know

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Introduction: Dependency Dangers in the Developer Ecosystem Modern software development is fuelled by open-source packages, ranging from Python (PyPI) and JavaScript (npm) to PHP (phar) and pip modules. These packages have revolutionised development cycles by providing reusable components, thereby accelerating productivity and creating a rich ecosystem for innovation. However, this very reliance comes with a … Read more