The 5 Most Common Messaging‑SDK Vulnerabilities (and How to Fix Them)

1.  The Chatbot That Leaked Client Messages A SaaS integrator stitched together several chat platforms behind a single bearer token to “keep things simple.” One afternoon, a customer‑support bot sent invoices meant for Tenant A to the phone numbers of Tenant B. n Root cause → the shared token had enough scope to act on any tenant; when the job slipped … Read more

Can You Patch a Protobuf File? Not Really—and Here’s Why

In the world of high-performance distributed systems, data serialization frameworks like Google Protocol Buffers (Protobuf) are indispensable. They offer compact binary formats and efficient parsing, making them ideal for everything from inter-service communication to persistent data storage. But when it comes to updating just a small part of an already serialized data blob, a common question arises: … Read more

Crypto Trader Sees Bitcoin Hitting $160K By Year-End; ETH, SOL, ADA to Gain on Middle East Truce

Bitcoin BTC is back above $106,000 after dipping below five figures earlier this week, as global markets steadied on signs that a ceasefire between Israel and Iran is holding. Meanwhile, Ether ETH traded at $2,400, up 0.5% on the day, approaching resistance near $2,450. Dogecoin DOGE hovered at 16 cents after a minor 0.6% rise, … Read more

AI’s ‘Neutral Voice’ Is a Structural Illusion

1 -The Myth of the Neutral Machine In the discourse surrounding Artificial Intelligence, neutrality is often assumed to be a technical goal. It is considered achievable with better data hygiene, more diverse inputs, or refined training sets. This belief, however, rests on a fundamental misunderstanding. AI systems, particularly large language models (LLMs), are not merely … Read more

Stop Guessing What Your LLM Is Doing—This Tool Shows You Everything

Empowering developers to monitor, debug, and optimize Large Language Model (LLM) applications with ease. Why I Built OpenLLM Monitor As LLMs like GPT-4, Llama, and Mistral become the engines behind more products and research, managing and debugging these complex systems has become a new challenge. Existing monitoring tools are often built for traditional applications — they don’t … Read more

Bitfinex Securities Is Taking a Different Approach to RWAs, Launches Two New Products in the U.K.

These days, the mention of blockchain-based real world assets (RWAs) conjures up traditional finance institutions, like BlackRock, presiding over billions of dollars in tokenized money market funds. But the original promise of crypto was about opening up finance opportunities to anyone. That’s the ethos Bitfinex Securities is sticking to with its latest tokenized equity issuances: … Read more

How Not to Get Lost in PCI DSS Standards — A Tech Team’s Perspective

In this piece, I would like to provide a high-level overview of the practical side of PCI DSS (Payment Card Industry Data Security Standard). My goal is to offer tech leaders, fintech managers, and company executives a realistic guide for pursuing certification. Most digital products today operate within financial frameworks. That’s why the need for … Read more

Bitcoin’s Upcoming $14B Options Expiry Marked by Surge in Put-Call Ratio. What Does it Indicate?

Bitcoin’s BTC put-call ratio has jumped ahead of Friday’s multi-billion-dollar options expiry on Deribit, but its traditional bearish interpretation may not tell the full story this time. The put-call open interest ratio refers to the ratio of active put contracts to active call contracts at a given time. An increase in the put-call ratio indicates … Read more

OpenAI’s Codex Aims to Ease Programmers’ Headaches

Gone are the days when coding consisted of repetitive, mundane tasks like boilerplate code, syntax trivia, and minor debugging. Now, OpenAI’s Codex has transformed natural language into functional code, bridging the gap between human creativity and machine execution. This has helped free the mental bandwidth of senior developers so that they can focus on designing … Read more