Last week OpenAI released a new model called O1 - which has advanced capabilities to reason and does a lot better in maths and coding. How does it do this and what does this change? This and more in this episode.

In the world of many open source LLM models, Google Gemma stands out with some unique capabilities. Firstly its made by Google after all - so its implementation is fully optimized and memory efficient. This and more on what is Gemma about and how its better.

This episode dives into the exciting world of on-device AI, specifically Large Language Models (LLMs) running directly on your smartphone! We'll explore why cramming this powerful tech into your pocket is a game changer, and discuss how LLMs can transform your daily interactions with your phone.

In this episode we cover the latest updates from Google IO and OpenAI Spring update. The all new ChatGPT-o and Gemini 1.5 Flash. We talk about where are LLMs headed next.

Lama3 is a popular open source model by Meta, the company behind Facebook, Instagram and Whatsapp. They have release the next iteration of the famous Lama2 model, this is a popular open source LLM which is heavily used by developers world wide. Is the new iteration strong enough to take on the best closed source models? We explore in this episode.…

As we move to use LLMs more and more for different use cases, we will run into at times issues or limitations with the model. There are many different ways to train the model to do a specific task better, and fine tuning is one of them. What is about, when do we need to use it and how do we do it - all in this episode.…

This episode covers my journey as a GDE over the last few years, what got me into it, and what is the big outcome. Also joined another category for GDE in Machine Learning.

In this episode I share my thoughts on the latest additional to AI development called Deven, and where the industry is moving towards. Will software engineering be taken over by AI in the next few years?

So this week we had 2 back to back announcements which completely shook up the LLM worlds. Gemini Pro 1.5 with its 10 million token context length makes it super powerful to run on large codebases and a lots of documents. The other big news was the launch of OpenAI Sora - their new text to video generation which can now generate super realistic vid…

The all new heavy weight model has just dropped this week. Should you be rushing to try it out? Why is the ultra model better? This and more in his quick episode talking about Gemini Ultra.

In this episode - we discover the Retrieval Augmented Generation (RAG) process which allows us to train our LLMs using our data. In this short episode we cover what is this about and how can we use it.

If you are using ChatGPT or Bard - you are "prompting" the AI to get some answers. Not all prompts are made equal. The response of the LLM depends heavily on the quality of the prompt and the context given to it. Thus its worth while spending some time understanding prompt engineering and how to do it properly.…

Referencing the classic episode from IT Crowd - we take our first dive into the world of LLMs by talking about neural nets and how they form the basis of the LLMs we know today. We touch on the famous paper - All you need is attention, and then talk about what LLMs under the hood are really about.

After a year long break - Im back with an update on Gemini and Gen AI taking over. In this episode I talk about the over all impact of Gemini and LLMs and how can we use them better in our daily lives.

I had a great chat with Lamak, who works at one of the startups in Karachi called Bazaar Tech. We discussed several interesting topics including team structures, full stack development, performance reviews and more! Thanks Lamak for taking time out for this episode of EngineeringLeadershipPakistan.

I had a great chat with Asadullah about his time in Airlift where he was an engineering manager leading a specific team. We talked about several management related topics, from the values at Airlift, life there as an engineering leader, performance management, hiring, engineering productivity and more! You can also watch this on the KarachiWalaDeve…

This is the first episode of the all new series where I will be interviewing Engineering Leaders in Pakistan. We will be talking about leadership topics like CTO roles, hiring, performance reviews, feedback and more. In this episode we have Hunain Kapadia from Smart Benefits sharing about this experience building the some awesome tools in the insur…

Software Engineers require instructions in order to build apps and tools. And most of us don't know what these instructions should look like. One of the ways these instructions can be shared is in the form of user stories, and it's not just about writing a bunch of text, but comprehensive check list of how this should be structured so the right inf…

Google, or any of the FAANG companies for that matter, are an awesome place to work. When I started by bachelors - I was thinking of graduating and then getting a job there, or build a pathway to a job there. However by the time I graduated, my mind set had changed. In this episode I explore my thoughts and reasoning on what changed my mind and why…

With startups going bust left right and center, high inflation and a global recession - are startups still the right choice to be at? In this episode I talk about the difference between the companies treating engineering teams as a profit center vs a cost center, to show why startup engineering teams as usually a better choice even if there is a sl…

In this episode I break down a good engineering culture using two different culture tests from the web. We take a deep dive into the technical side of the culture first, followed by the work and management culture. How does your company score - what is the one thing you would change in your company to make it a better experience?…

Javascript is one of my favourite languages out there. Im not sure if it just the familiarity with the language (have been using it since age 10) or the fast pace of change in the language space or the fact its being used on space craft - I think its a useful skill to have for anyone working in the software industry. Check out my rant on what makes…

As programmers we work hard all day to ensure we build the best products in the best technical way possible, and if that work isn't shipped to customers right away, we are unable to generate any value of it for the company / product. DevOps plays a critical role in our organisations today, and ensure we have an efficient production line shipping fe…

While mentoring some students with technical interviews, I documented what I find to be most important qualities of a software developer or engineer. While a quick google search online will find mixed reviews, most people feel that technical skills are most important. However I feel a bit differently about this, and in this episode share the things…

The recent failure of the startup Fast got me thinking of things one needs to be aware of while considering to join a startup and things to observe while working in one. This episode covers some basics to what you can do before and after joining which should help you prepare better for the risks involved while working in a startup. This episode was…

Technical Due Diligence (DD) for startups is not something we think about until the time really comes in. When we get the list of questions or get asked those dreaded questions that we always knew would come to haunt us. In this episode I share about what is the process and what to expect from this, so that one can be better prepared when this happ…

T-Shaped developers are those interested in learning across a breadth of technologies ranging from frontend to backend to devops. In this episode we try to understand why would we want to diversify vs specialise and is there a better option between the two?

Do you feel your team is very sluggish and not moving fast enough? Do you feel there are constant blockers which are stopping the features to get shipped? In this episode I dive into the world of engineering performance and what are some thing of the useful things you can measure, and which ones are not meant to be measured at all.…

You might have been reading about one of the dozen multi-million dollar investments made into startup recently. And you might be wondering how do I get a piece of that action. Most companies now offer their shares to employees through whats called an ESOP. This allows you to accrue value over time and if the company wins big - so do you! This and m…

PCI DSS is a security standard certification which a company requires if they have card payment integrations on their websites. However its one of those topics which sounds scary, not talked about enough and is very specific to each company. So understanding even if it is a requirement for your company becomes a pain. In this episode I share my exp…

In order to write faster code you need to understand (or profile) your current code and visually or numerically breakdown the pieces which need improvement. How do you do this? We use code profilers! In this episode we dive into the world of tweaking code performance and getting the most out of the hardware its running on.…

Mono repos is not a new concept - but one often visited by growing organisations to help reduce the overhead of managing thoses dozens of repos in the company. Is it better? Well that depends on the company and how they work. In this episode I go through the differences and reasons why one would consider a mono repo over a multi repo.…

Now a days even a simple CRUD based app can have a lot of moving parts - esp if deployed with something like Kubernetes. Our complex applications are growing even faster, interacting with many different libraries and handling greater and more variable loads. How do we get insight into whats really happening on the code level any more? Long gone are…

Many thanks to the GDE program for creating this initiative! In this episode I cover my learnings from buying my first "professional" mic - what are some of the things you need to know and how is my experience going so far with the mic I have bought.

Typescript is becoming one of the popular languages to use - but do we really need it? How helpful are the typings we write? What makes it stand out from Javascript? This and more in this episode covering the use of Typescript, benefits of typings, and some things to look out for.

As Docker and Containerisation have taken over the world - we have many different options to deploy our apps to. Within the AWS ecosystem, we have a few options from EKS, ECS and ElasticBeanstalk. While the latter might sound like an outdated option in front of EKS and ECS, it is surprisingly useful - this and more in this weeks podcast.…

Gone are the days when we need tech teams to setup a simple website. Now a days we simply sign up like we do for Gmail and have everything setup in no time! And it costs just a few dollars per month. No Code tech is awesome and its here to make those mundane development roles redundant. With loads of new tools out there from making simple websites …

Writing documentation is not something we think about every day - but it is something we are interacting with on a daily basis. In a world of ever changing requirements and technology, if we are not documenting our technical journey properly - we are simply rebuilding the same wheel again and again. Documentation is at the core of any product, how …

Writing async code is important when building any application. You dont want your threads to be blocked on http calls and db look ups - esp if the language you are using is single threaded! I was surprised to find that most code written in Python is synchronous though that is now rapidly changing. Writing asynchronous code right now means using lib…

In this session, I collect all the tips and tricks I have been using over the last decade and bring them together for a short 10 min checklist for making your website super fast. You can bookmark this episode and run through the points every time your website needs a boost!

If you are building a services company or an e-commerce store in Pakistan - eventually you will realize you need to accept online payments. Normally this requires a Payment Gateway - a simple service you can sign up to and integrate in a matter of minutes into your platform. But its not that easy in Pakistan as yet. What are the options? What works…

Micro-services is the popular architecture pattern which has taken the world over by storm. The promise of small manageable applications with fast iterations and seamless efficient scaling has attracted many developers on taking on this as a default pattern for all their apps. But we should not be too quick dismiss the handy old monolith. In this e…

Continuous Integration (CI) is slowly becoming one of the main pillars for software development. As our software becomes more complex we add more and more tooling around it to automate, so we can focus on whats important - writing code. CI is what runs most of that tooling and keeps it out of the way.. until we need break something and it needs our…

Serverless architecture has become very popular over the last few years. In this episode we cover an introduction to this topic and talk about how Cloudflare Workers have implemented the serverless architecture. I share different ideas and thoughts on the ideology behind Cloudflare Workers and when they are most useful.…

I recently rebuilt my personal website (imars.info) using NextJS and in this episode I share my experience in building it and my thoughts on the framework and how it compares to Wordpress which is something I have been using for a long time. _This is not sponsored content_

AMP enables the creation of websites and ads that are consistently fast, beautiful and high-performing across devices and distribution platforms. It is an opensource toolkit which can be used for static pages as well as dynamic ones. But why do we need AMP? And how does it make our web faster? This and more in this short introduction of AMP HTML.…

In this final episode of the Core Web Vital series, we bring together all that we have learnt and talk about the thing that matters the most - the 3 metrics set by Google which show how good or bad our website is currently performing. Largest Contentful Paint, First Input Delay and Cumulative Layout Shift - what are they, how are they calculated an…

How does a browser render an HTML page? In this episode we dive into the world of DOM, CSSOM and Critical Render Paths. We understand what makes our website loading slow and how can we remove it so it can be made faster.

Core Web Vitals is the new standard set by Google to measure performance of our websites. In this multi-part series we will be covering on different aspects of web performance, starting with the basics. What makes a slow website and what are some of the things we need to keep in mind when reviewing our own website. In the upcoming episodes we will …

In this episode I cover another very popular question I get - what kind of mobile app should I be building? With the rise of PWAs, Hybrids, Compile to Native, Flutter and native apps one does get lost in trying to figure out the best course of action. I try to explain the high level pros and cons for each and what really matter when making the deci…