Two years ago, I added AI-powered systems to my Forex trading setup. I never expected to see the extensive overhaul in my trading results. I’ve been trading live on the EUR/USD and GBP/JPY for a while now using various platforms and strategies. I can tell you first-hand that artificial intelligence is the future of currency…
When I first started exploring AI chatbot development in 2024, I was overwhelmed by the countless possibilities but struggled to find projects that balanced learning with real-world application. Having built more than 15 AI chatbot systems and used multiple frameworks, I have compiled a list of 10 best chatbot project ideas that will help you…
About 18 months ago, I began using AI tools in combination with DevOps. This experience has fundamentally changed how we work (and what we no longer do!). What started as a trial integration of ChatGPT for troubleshooting has grown into a complete configuration of artificial intelligence functionality for functions such as predictive monitoring and security…
When I started thinking about the ethics of established AI systems, I thought that there would be a lot of ethical agents that reason about ethical dilemmas in code. I found that most deployments are either ordinary task agents or models, and their ethical footprint is defined by where and how they are used, not…
Last spring, I tried an end-to-end agentic workflow in my local market (Seattle suburbs). My question to the participants was simple: Will AI replace real estate agents? I created a small funnel that utilizes ChatGPT for listing descriptions, an off-the-shelf vision model for auto-tagging photos, and a calendar connector to schedule showings. There is also…
Last month, I tested DeepSeek R1 with traditional cloud services, and I was pleasantly surprised to see how well it matched OpenAI’s o1 model on complicated reasoning tasks, all while working fully offline on my MacBook. After assessing dozens of open source AI models under multiple hardware configurations over a few weeks, we have written…
Last month, I tried out Harvey AI for contract analysis. In under three minutes, it processed a 200-page merger agreement. My team would have taken six hours to do that work. That moment made me realize we aren't just seeing another legal tech upgrade. The legal profession is undergoing the biggest transformation since computerized legal…
The first time I came across an AI agent that would look after my investment portfolio while I slept, it dawned on me that we were not just witnessing a fad but the future of business. The agent studied market movement. It executed trades based on predefined strategies. It adjusted risk parameters in real-time. It…

In February 2025, Andrej Karpathy, a co-founder of OpenAI and ex-director of Tesla AI, posted a viral tweet, which would ultimately revolutionize the way developers think about AI assistance. It is now known as vibe coding. According to recent data, 41% of all code written globally is now AI-generated, with 76% of professional developers either…

As it started to search for specialized chatbot apps, he started to feel stuck between them and ChatGPT. The ads on the chatbot had made him very curious about it. Deciding on which method to use between Chatbot App AI vs ChatGPT has ultimately been a difficult one to choose.
The distinction between chatbot app…

Let’s have a look at a platform provided by Character.AI, which seems very interactive. It allows you to create chatbots based on your preferences, or you can also take advantage of pre-existing characters made by other users. I used this character.ai quite a bit back in 2023 and was quite impressed. Apart from character.ai, other…
When I witnessed a customer service team go from overwhelmed to empowered after activating their AI chatbot, that's when I realized this was no longer a tech fad, but something more. This was not about taking people's jobs. But it was instead about making the experience better for everyone involved.
I have worked with dozens…