If you are wondering what the differences between the SRE and DevOps are, as well as how these roles work with ITOps within an organisation then you are not alone; and best of all you are on the right blog post. Often enough business units in a company get confused, assigning the ServiceNow or Jira tickets or any other ticketing system of your preference, to the wrong group, and even having the incorrect expectations when doing resourcing. Let us go through definitions, insights and scenarios that will help you understand the difference. DevOps software development operations - AI Generated When it comes to DevOps and SRE, then you might be wondering which practice came first. While SRE may have originated a bit earlier, internally at Google, DevOps came first publicly as a practice and started to be used by companies. A few years later was when Google decided to open SRE to the world after the publication of the "Site Reliability Engineering" book. Therefore, technically sp...

 Do you know how much you contribute to the daily emissions in your city? How much does the city you live in contribute within your country? How much does your country contribute to the emissions on our planet? Do you know its impact? Do you know why we have a zero emission day? Photo by Pixabay via Pexels Let us start by getting our acronyms right, shall we? You may have heard the term GHG emissions, wondering what that means. GHG stands for Green House Gas. These gases are part of the cause of the rising temperature on Earth. What is interesting about them  is that they absorb infrared radiation resulting in the greenhouse effect. Within the greenhouse gases you find carbon dioxide, methane, nitrous oxide, ozone, water vapour. The vast majority of carbon dioxide emissions by humans come from the burning of fossil fuels. Key sectors to consider for GHG Fuel Exploitation Power Industry Transport Waste Agriculture Buildings Industry combustion and processes Top GHG emissions...

I recently finished reading "Atomic Habits" by James Clear. The book was incredibly insightful. If you are looking to improve your habits, and achieve results while you are at it, then this book is for you. It may help you form new habits, and break bad one. Without further due, here are my top three takeaways. Photo by Nataliya Vaitkevich via Pexel, adapted by Beolle Takeaway 1:  The habit-forming loop: James outlines that the habit-forming loop consists of four stages Cue . The cue triggers the brain to expect a reward and is crucial for building automatic habits. It is typically associated with time, place, or feeling. For example, feeling bored could be a cue to the habit of using social media. Craving . This is the urge resulting from the cue. Using the above example, opening the social media app is the craving initiated by the cue of boredom. Response . An example of a response is the action of opening the social media app and using it. Reward . An example of reward i...

Democratizing AI is all about empowering others to use it, by making it available to them. Audiences, such as marketers in a company, will be able to access AI capabilities as part of their MarTech solutions, without the need of being technical. It could also be schools, where the younger generations are learning how to use it in responsible, secure, innovative, and creative ways. This is the year where companies, after discovery phases and teams experimenting, are looking to activate and take advantage of the AI advances. Generated with Microsoft Designer   And so, questions emerge, such as “What to democratize when leveraging AI?” There are common scenarios, as well as specific ones, that will depend on the company, and the industry they belong to. A common scenario, seen in many industries, when democratizing data is the data visualization and reporting . In digital marketing, as an example, data scientists and data analysts can automate reporting, making them available to the c...

 Recently, the European Parliament voted and passed the landmark EU AI Act. It's the first of its kind and sets a benchmark for future AI regulations worldwide . The EU AI Act lays the foundation for AI governance, and it's pertinent for organizations delving into AI systems to comply with the legislation, build robust and secure AI systems, and avoid non-compliance fines.  Photo by Karolina Grabowska via Pexels My three key takeaways from the legislation are as follows: The Act introduces the definition of an AI system: "An AI system is a machine-based system designed to operate with varying levels of autonomy and that may exhibit adaptiveness after deployment and that, for explicit or implicit objectives, infers, from the input it receives, how to generate outputs such as predictions, content, recommendations, or decisions that can influence physical or virtual environments" The Act introduces the classification of AI systems based on risk to society. The Act outlin...

 Open source models will continue to grow in popularity. Small Language Models (SLMs) are smaller, faster to train with less compute.  They can be used for tackling specific cases while being at a lower cost.  Photo by Tobias Bjørkli via Pexels  SLMs can be more efficient SLMs are faster in inference speed, and they also require less memory and storage.    SLMs and cost Small Language models can run on less powerful machines, making them more affordable. This could be ideal for experimentation, startups and/or small size companies. Here is a short list Tiny Llama. The 1.1B parameters AI Model, trained on 3T Tokens. Microsoft’s Phi-2. The 2.7B parameters, trained on 1.4T tokens. Gemini Nano.  The 6B parameters. Deepseek Coder

On this occasion we would like to present our take and summary about prompt engineering. Like everyone else, at Beolle we have been researching the AI space lately, running experiments. On this occasion, our investigation has made us present our take and summary about prompt engineering. ( Skip Ahead note : If you like to get right to it then skip to the section What are prompts .) Generated image with Microsoft Designer and DALL-E 3 + Modified by Beolle team   (Parenthesis)  AI has disrupted all industries, and it will continue to do so as we explore new territories. We are still in discovery mode. Sectors and industries are building their know-how, evolving and using this technology;  determining the value it brings to the business. The investment by tech players and executives, in traditional and Gen AI (Generative AI) capabilities, continues rising. The consequence has been an accelerated growth in a short matter of time. Venture capital investment in AI has grown 13...

Recently I was at a Christmas party and I found myself giving advice to a friend on being more productive. I shared the approaches that I take which helped me become more productive at work and in my personal life. The conversation with my friend inspired me to share my approaches in this blog .  Photo by Moose Photos from Pexels   My productivity framework has five key pillars and to remember them I use the mnemonic, POFOR = P lan your tasks, O rganize yourself, F ocus on your tasks, O ptimize yourself with habits and R eflect to ensure you are being productive on the right tasks. Plan Planning is very crucial as it sets the tone for the rest of the pillars. I always found I was more productive when I planned my tasks compared to when I didn’t, and hence planning has become my rule of thumb. I recommend taking 30 minutes at the end of each day to plan your next day. This means prioritizing your tasks and blocking your calendar accordingly. By not doing so, you are at risk o...

Gmail and Yahoo Mail recipients can comprise over 65-70% of an organization's email target lists. Hence, organizations must ensure they prepare for the upcoming requirements for Gmail and Yahoo Mail for senders. Recently, Google and Yahoo jointly announced they will implement stricter controls to ensure their users receive relevant emails and can unsubscribe effectively.  Photo by Solen Feyissa on Unsplash   In this article, we summarize these upcoming Gmail and Yahoo Mail requirements and provide resources for additional readings if you choose to explore further. Key date: According to Adobe, Google and Yahoo Mail will implement these requirements in Feb 2024.   There are three (3) essential requirements 1. Authenticate your email sending domain We wrote a detailed article on the three pillars of Email Authentication in Essence of email deliverability - SPF, DKIM, DMARC and segmentation . In summary, Google and Yahoo will require the sender domain to have proper au...