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Corporate Culture 17 Dec 2025 👁 9 views

OSPF vs Human Workload Routing: A Technical Guide

1. Introduction In networking, OSPF (Open Shortest Path First) is a routing protocol that ensures traffic flows along the shortest and lowest cost path through a network. It does not care about hierarchy, seniority, or intent. It routes based on capability, cost, and reliability. Modern engineering organisations behave in exactly the same way, whether they […]

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Artificial Intelligence 24 Nov 2025 👁 29 views

Memgraph & Claude Desktop: Detect Mule Accounts on macOS

1. Introduction This guide walks you through setting up Memgraph with Claude Desktop on your laptop to analyze relationships between mule accounts in banking systems. By the end of this tutorial, you’ll have a working setup where Claude can query and visualize banking transaction patterns to identify potential mule account networks. Why Graph Databases for […]

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Cyber 21 Nov 2025 👁 31 views

NMAP + Claude MCP: 20 Vulnerability Scans on macOS

Introduction NMAP (Network Mapper) is one of the most powerful and versatile network scanning tools available for security professionals, system administrators, and ethical hackers. When combined with Claude through the Model Context Protocol (MCP), it becomes an even more powerful tool, allowing you to leverage AI to intelligently analyze scan results, suggest scanning strategies, and […]

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Databases 21 Nov 2025 👁 43 views

PostgreSQL Prepared Statements: Fix Plan Caching Memory Issues

Prepared statements are one of PostgreSQL’s most powerful features for query optimization. By parsing and planning queries once, then reusing those plans for subsequent executions, they can dramatically improve performance. But this optimization comes with a hidden danger: sometimes caching the same plan for every execution can lead to catastrophic memory exhaustion and performance degradation. […]

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Banking 20 Nov 2025 👁 45 views

Stablecoins Explained: Types, Uses & How They Move Money

1. What Are Stablecoins? Stablecoins are a type of cryptocurrency designed to maintain a stable value by pegging themselves to a reserve asset, typically a fiat currency like the US dollar. Unlike volatile cryptocurrencies such as Bitcoin or Ethereum, which can experience dramatic price swings, stablecoins aim to provide the benefits of digital currency without […]

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Internet 20 Nov 2025 👁 32 views

Browser Curl with Playwright: Load Testing Guide

Modern sites often block plain curl. Using a real browser engine (Chromium via Playwright) gives you true browser behavior: real TLS/HTTP2 stack, cookies, redirects, and JavaScript execution if needed. This post mirrors the functionality of the original browser_curl.sh wrapper but implemented with Playwright. It also includes an optional Selenium mini-variant at the end. What this […]

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Macbooks 20 Nov 2025 👁 10 views

Browser curl Wrapper: Bypass Bot Filters & Load Test

Modern websites deploy bot defenses that can block plain curl or naive scripts. In many cases, adding the right browser-like headers, HTTP/2, cookie persistence, and compression gets you past basic filters without needing a full browser. This post walks through a small shell utility, browser_curl.sh, that wraps curl with realistic browser behavior. It also supports “fire-and-forget” […]

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AWS Cloud 19 Nov 2025 👁 126 views

Amazon Aurora DSQL: Performance, Limits & Architecture

1. Executive Summary Amazon Aurora DSQL represents AWS’s ambitious entry into the distributed SQL database market, announced at re:Invent 2024. It’s a serverless, distributed SQL database featuring active active high availability and PostgreSQL compatibility. While the service offers impressive architectural innovations including 99.99% single region and 99.999% multi region availability, but it comes with significant […]

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