Building an app that records meetings, generates transcriptions, and produces AI analysation sounds straightforward – until you try to make it reliable while the user goes in and out of your app, takes calls, plays music, or checks notifications. This post walks through how we handled background rec...

You are in the process of putting together your application. While designing your authorization solution, you realize you will need to send emails to potential clients.Using a third-party service (like SendGrid or Mailgun) to cover your needs for now looks pretty attractive. After all, you don’t hav...

In today’s AI hype you cannot miss the term “RAG,” which stands for Retrieval Augmented Generation. In plain English, it stands for customizing large language model reasoning with your own context and knowledge. I searched a lot of resources and AI-generated content for this fairly simple technique ...

Our client, a leading company in the streaming industry, acquired a highly successful indie website with over 50 million unique visitors per month. The site had been built by a single developer who prioritized functionality over maintainability. While the features were mostly bug-free, the design wa...

OpenAI launched GPT‑5 in August 2025, calling it their most advanced model yet. CEO Sam Altman described it as a “PhD-level expert in your pocket,” capable of tackling everything from code and math to health advice and image analysis. It’s a big upgrade over previous versions. GPT‑5 introduces a new...

AI is starting to feel less like a buzzword in cybersecurity and more like a practical tool. In the last couple of years, organizations worldwide have started actually deploying AI and machine learning to combat cyber threats. Surveys show about 64% of organizations now use AI for threat detection a...

AI in healthcare is no longer theory. It’s showing up in real hospitals, solving specific problems. Not just in research papers or flashy demos, but in production. This post walks through five recent examples where AI made a real difference. No hype, just what was built, what problem it tackled, and...

What does it mean to “jailbreak” an AI? In short, it’s when someone finds a way to make an AI system ignore its safety rules and do something it’s not supposed to. Think of it like tricking a chatbot into telling you how to build a bomb, or getting an image model to generate violent […] The post How...

Search is changing. Instead of ten blue links, we now get AI-powered summaries, conversational responses, and sometimes… no need to click at all. For content creators, SEOs, and product owners, the game hasn’t ended – but it’s definitely shifted. Google and ChatGPT are both surfacing content in new ...

LLMs can write code, answer questions, and automate workflows – but without proper guardrails, they can also generate biased, harmful, or outright dangerous content. This is where external safety layers come in. These are tools or systems that sit outside the model, filtering or moderating content e...

AI video and image generation just made a serious jump. Google introduced Veo 3, its most advanced text-to-video model yet, and Flux released Kontext, a new multimodal tool built for real editing work. Both show clear progress. Here’s what matters. Video That Looks and Sounds Real Veo 3 is more than...