Migrating legacy systems used to be a painful, months-long ordeal filled with brittle code, undocumented spaghetti logic, and developers whispering “Why?” into the void. But OpenAI’s latest model, o4-mini, is turning that script on its head. Specifically, its 30% faster code generation is proving to be a breakthrough for companies staring down the barrel of […]
June 16, 2025
Hiring developers is tough. And what about hiring senior ones? Even tougher. Whether you’re a startup or SME, the tech talent gap can feel like a wall between your product roadmap and reality. But here’s the good news: in 2025, AI is the extra set of hands (and brains) your team didn’t know it needed. […]
June 13, 2025
“If it’s free, you’re the product.” That old internet adage has never been more relevant than it is in the age of AI. As founders rush to adopt free AI tools to automate tasks, answer customer queries, or generate content, the promise is clear: fast value at zero cost. But here’s the thing: something “free” […]
June 12, 2025
In 2025, the spotlight has moved beyond large language models (LLMs) to the rapid rise of autonomous AI agents. Many tasks we once thought required a human touch, such as interpreting context, making decisions, or coordinating between systems, are now within the grasp of AI agents. Created using modern agent-building platforms, they use machine learning […]
June 10, 2025
In 2025, AI is redefining trust. From predictive policing algorithms to AI-driven healthcare diagnostics, governments worldwide are racing to harness AI’s potential. But with great power comes greater scrutiny. Public trust in AI is eroding globally, with only 44% of citizens worldwide expressing confidence in AI systems. In the U.S., trust has plummeted to 35%, […]
June 5, 2025
The search for exceptional senior software engineers is a high-stakes endeavor. For recruiters and team leads, it’s a constant challenge: sifting through resumes, trying to discern genuine depth from well-rehearsed buzzwords, and feeling the pressure to build high-performing teams where a mis-hire at the senior level can be particularly costly. On the other side, talented […]
June 4, 2025
Behind every successful tech team is a recruiter who doesn’t just fill roles, but builds strong teams. Meet Oksana Mandybura, Recruitment and Resource Management Lead at Mitrix, whose focus lies in one of the toughest yet most rewarding challenges in hiring – finding senior-level talent. With a blend of strategy and empathy, Oksana shares how […]
May 29, 2025
Traditional one-size-fits-all methods are giving way to adaptive, personalized learning experiences via online learning platforms, and that’s where AI really shines. For instance, voice-to-text technology helps learners practice speaking confidently, while AI-driven post-processing ensures feedback is not just immediate, but also meaningful. What’s more, mistakes aren’t just marked – they’re explained, so students progress a […]
May 27, 2025
Artificial intelligence is revamping healthcare, with large language models (LLMs) like OpenAI’s ChatGPT leading the charge. These models are transforming how medical professionals approach diagnosis and treatment planning, offering faster and often more accurate assessments than traditional methods. OpenAI’s recent introduction of HealthBench underscores this shift, providing a benchmark to evaluate AI performance in realistic […]
May 22, 2025
Nowadays, the promise of AI is immense: streamlined operations, real-time insights, game-changing automation, you name it. However, beneath the surface of many AI solutions lies a growing business risk: your data may not be as private or sovereign as you think. If you’re trusting a third-party AI vendor with sensitive business data, it’s time to […]
May 20, 2025
For years, robotic process automation (RPA) has been the go-to solution for automating repetitive tasks. For instance, it’s been a valuable tool for handling copy-paste jobs, data transfers, and rules-based processes with efficiency. But RPA has its limits. It struggles with dynamic environments, lacks adaptability, and typically requires human intervention when workflows deviate from the […]
May 16, 2025
Most employees quietly lose dozens of hours each month between answering repetitive emails, copying data between spreadsheets, logging into systems, and updating records. In fact, studies show that the average knowledge worker spends nearly 4 hours per day on tasks that could be automated. That’s over 100 hours a month, wasted. And it’s not just […]
May 13, 2025
From healthcare diagnostics to financial forecasting and customer support, AI is woven into every industry’s fabric. In regard to this, it’s tempting to assume these systems are as reliable as they are fast. But AI doesn’t always “see” the world the way we do. Sometimes, it hallucinates. These errors, known as “AI hallucinations,” can occur […]
May 9, 2025
CRM is no longer just about tracking leads and storing contact information. The landscape has evolved, and so have customer expectations. Manual data entry, slow follow-ups, and generic communication no longer cut it. To stay ahead, businesses need intelligent systems that manage relationships and actively drive them forward. That’s where AI agents come in. These […]
May 6, 2025
Since 2024, social selling has become the hottest trend in lead generation. However, many businesses find it challenging to effectively engage potential customers across multiple platforms, resulting in missed opportunities and wasted efforts. The question is rhetorical: can your team handle 100+ leads daily? To address this challenge, companies are increasingly turning to AI-powered platforms […]
May 1, 2025
Finding a technical co-founder to create your product is time-consuming and full of challenges. But guess what? You don’t need one to launch a successful product. The era of no-code tools and remote tech talent has leveled the playing field. If you’re a founder with a good idea but zero coding skills, this guide will […]
April 29, 2025
AI agents are no longer something futuristic: they’re the muscle behind modern automation, customer support, and decision-making systems. Whether it’s streamlining workflows or powering smart assistants, drive tangible value. But here’s the catch: they don’t operate in a vacuum. AI agents must work hand-in-hand with your existing tech stack to deliver their full potential. Sounds […]
April 25, 2025
We’re excited to introduce Mitrix GPT, an AI-powered assistant built to help our website visitors learn everything about Mitrix. Whether you’re curious about our projects, services, or hiring process, Mitrix GPT is here 24/7 to deliver instant answers about: Our company and contact details Portfolio projects and blog articles Services, industries we work in, our […]
April 24, 2025
In 2025, AI will no longer be a nice thing to have; it will be a vital necessity for startups. But for startups, choosing between building AI agents in-house and buying existing solutions can be a tough call. From cost and talent to flexibility and time-to-market, the stakes are high. Let’s unpack the key financial […]
April 22, 2025
In-house software development might seem logical for businesses aiming to build solutions, maintain control over operations, or ensure close team collaboration. But behind those benefits lies a complex web of costs: some obvious, others hidden. Let’s unpack the key financial factors to help you decide which approach offers the best value for your business. Here’s […]
April 17, 2025
If you’re running a startup, you know how precious your team’s time is – and how quickly it can disappear on repetitive tasks, endless emails, or manual data entry. Imagine what you could do if you got 100 hours back every month. That’s not just a nice-to-have; it’s a real competitive edge. Thanks to the […]
April 15, 2025
In 2025, assembling the right tech team is one of the biggest challenges a startup founder can face. Bringing in skilled technical talent isn’t just a key decision; it’s often the most critical and expensive one on the entire journey. In this article, you’ll learn: What makes a winning startup team, Which roles to prioritize, […]
April 8, 2025
The AI industry is maturing, and with that comes the need for standardized ways to work with large language models (LLMs). The Model Context Protocol (MCP) has emerged as the first official standard for structuring interactions with LLMs and improving their efficiency across AI-driven systems.
April 5, 2025
Nowadays, developing innovative products is key to staying competitive and keeping up with evolving customer needs. At the same time, an inefficient development process holds your business back, which results in missed opportunities, frustrated teams, and delayed product launches. If you’re unsure whether your current approach is helping or hindering your growth, this article will […]
April 2, 2025
Automation is no longer optional – it’s essential. Yet many companies struggle to choose the right tools to streamline operations. Should you focus on Robotic Process Automation (RPA) to tackle repetitive tasks? Or invest in low-code platforms to build scalable applications? Without a clear understanding of these technologies, you risk wasting resources on solutions that […]
March 27, 2025
Nowadays, AI-powered tools are flooding the market, promising SMBs across industries better data processing, improved decision-making, and effortless content creation. But are they really delivering on that promise? Many SMBs are finding that simply adopting AI doesn’t automatically translate to better sales decisions. In fact, without a clear strategy, you risk investing in tools that […]
March 25, 2025
By 2025, more companies are turning to distributed teams to stay flexible, cut costs, and tap into global talent. While this model offers much-needed flexibility and scalability, it also introduces a significant challenge: building and maintaining trust. Why is that important? Trust drives team collaboration and keeps them productive, motivated, and engaged. This article answers […]
March 24, 2025
Over the past twenty years, the workplace has evolved dramatically driven by mobile devices, e-commerce, and social media. Now, AI is at the forefront of change: from financial growth to improved workforce productivity, the technology has so much to offer for businesses of all sizes. The Polars Market Research indicates that by 2032 the global […]
March 21, 2025
In 2024, some of the most promising approaches toward building AI solutions included agent-based and multi-agent systems.
March 4, 2025
The way people buy software has evolved significantly in recent years, driven by shifting buyer expectations, technological advancements, and a growing emphasis on value-driven decisions.
March 4, 2025
The integration of technology in healthcare has revolutionized patient care, leading to significant advancements across various medical sectors.
March 4, 2025
Launching a new product or business is both exciting and daunting, and startup founders often struggle with the uncertainties of bringing a new idea to market. You may have a working prototype that looks perfect internally, but how will the market react? Will users embrace it, or will it miss the mark?
March 4, 2025
Artificial intelligence (AI) technologies are becoming widespread across all sectors and industries. While neural networks have been a staple in business intelligence (BI) for years, the rise of GPT technologies has significantly enhanced AI-driven BI solutions in 2024.
February 28, 2025
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