BLOG #TECH

Global Coffee Market: Production, Trade, Roasting, Concentration and Strategic Risks Author: Ryan KHOUJA Coffee is one of the most traded agricultural commodities in the world. It connects tropical producing countries with large consuming and processing markets in Europe, North America and Asia. Behind the daily cup of coffee there is a complex chain involving farmers, exporters, green coffee traders, brokers, ports, roasters, brands, retailers, capsules, instant coffee producers and out-of-home operators. 1. Estimated Global Coffee Production and Consumption Global coffee production is generally estimated at around 170–180 million 60 kg bags per coffee year, depending on weather, crop cycles, Brazil and Vietnam output, and the balance between Arabica and Robusta. Global consumption is also close to this level, with recent estimates around 175 million bags. This means the coffee market is structurally tight: small weather shocks in Brazil, Vietnam, Co...

From Vibe Coding to Governed AI-Assisted Engineering Vibe coding — a term popularized by Andrej Karpathy — describes a software development approach where developers primarily interact with AI models through natural language prompts and iteratively refine generated outputs. While vibe coding dramatically lowers barriers to software creation and accelerates prototyping, it also introduces significant risks when applied directly to production environments without governance, validation, testing and human oversight. Typical Risks of Pure Vibe Coding Hallucinated libraries and dependencies. Insecure authentication and authorization mechanisms. Hidden vulnerabilities and insecure defaults. Loss of architectural coherence in large projects. Context window limitations causing inconsistencies. Insufficient documentation and maintainability. Lack of accountability and traceability. How LLM Orchestration Mitigates These Risks Risk Orchestrat...

OSINT: History, Definition, Evolution and Strategic Value for Modern Organizations Author: Ryan KHOUJA Executive summary: Open Source Intelligence, commonly known as OSINT, is the discipline of collecting, processing, verifying and analysing publicly available information to support decision-making. It combines investigative methods, analytical thinking, digital tools, legal awareness and strategic judgement. In modern corporations, OSINT can support market intelligence, cybersecurity, compliance, competitive analysis, risk management, due diligence, supply-chain monitoring and business development. 1. Definition of OSINT OSINT stands for Open Source Intelligence . It refers to the structured use of publicly accessible information to produce useful intelligence. The key difference between simple information gathering and OSINT is the analytical process. OSINT is not merely searching on the internet; it involves defining objectives, collecting relevant data...