LA5 Digital

Reducing Technical Debt Before It’s Too Late

LA5 Digital — Sat, 26 Aug 2023 14:11:11 +0000

What Is Technical Debt?

Technical debt refers to the implied cost of additional work caused by choosing an easy solution now instead of using a better approach that would take longer. As teams rush to release features and fix bugs, corners inevitably get cut, creating debt that has to be paid back later with interest.

Left unaddressed, technical debt accumulates and increasingly slows down development as teams struggle under the burden of fixing preventable issues. However, by taking proactive measures, you can minimize new debt and reduce old debt before it brings your software development to a grinding halt.

How Technical Debt Accumulates

Technical debt piles up gradually over time in the form of:

Quick fixes – Patching errors or defects instead of re-engineering the root cause
Duplicated code – Copying/pasting code instead of creating common functions
Outdated practices – Using deprecated APIs, outdated frameworks or old language versions
Testing debt – Minimal automated tests or skipping important test cases
Documentation debt – Lack of comprehensive documentation on architectures, workflows, etc
Infrastructure debt – Staying on aging servers/systems instead of upgrading proactively

The “interest payments” on this debt come in the form of reduced productivity, defects, and inability to implement new features easily. As more band-aid solutions accumulate, productivity slows to a crawl.

Strategies to Reduce Technical Debt

The key is addressing the debt before it spirals out of control:

Enforce coding standards and code reviews – Ensure best practices are adhered to avoid quick fix solutions.
Refactor legacy code – Allocate time to pay down debt by cleaning up outdated/messy sections of code.
Prioritise testing – Invest in test automation to prevent regressions and enable easy refactoring.
Upgrade systems/infrastructure – Stay current on frameworks/languages/tools and proactively upgrade systems.
Improve documentation – Keep architecture/API/process documentation comprehensive and up-to-date.
Monitor metrics – Track defect rates, velocity, and other metrics to identify increasing debt.
Incorporate debt reduction into processes – Schedule regular debt repayment tasks (refactoring, documentation, etc).
Communicate debt ownership – Ensure each team owns and is accountable for repayment of its own technical debt.

The earlier you start paying down technical debt, the easier it is to adopt good practices and avoid compounding interest payments. Schedule regular debt repayment activities, track debt metrics, and communicate debt ownership across teams. With proactive management, you can keep your software development process running smoothly by reducing technical debt before it grinds your progress to a halt.

If you need help assessing and addressing technical debt in your codebase, the expert software architects at LA5 Digital can provide guidance and hands-on support. Contact us today to discuss strategies for reducing technical debt and optimising your development workflow.

The post Reducing Technical Debt Before It’s Too Late appeared first on LA5 Digital.

MySQL vs MongoDB: Which Database System is Best for You?

LA5 Digital — Mon, 14 Feb 2022 17:58:29 +0000

If you are looking for a new database system, you may be wondering whether MySQL or MongoDB is the right choice for you. Both systems have their pros and cons, but which one is the best fit for your specific needs? In this article, we will compare MySQL and MongoDB to help you decide which system is right for you.

1. What is MySQL and what are its features?

MySQL is a popular open-source database system that is used for storing data for websites and applications. MySQL is known for its ease of use and its wide range of features. Some of the features that MySQL offers include:

– Storing data in tables

– Querying data with SQL queries

– Joining tables together

– Indexing data for fast retrieval

– Storing data in binary or text format

2. What is MongoDB and what are its features?

MongoDB is a newer, up-and-coming database system that is quickly growing in popularity. It offers many of the same features like MySQL, but also has some unique features that make it a good choice for certain applications. Some of the features that MongoDB offers include:

– Document-oriented storage

– Built-in indexing and search

– Scalability and high availability

– Support for JSON data

– Easy to use API

3. What are the advantages and disadvantages of each?

MongoDB has several advantages over MySQL that make it a good choice for certain applications. Some of these advantages include:

1. Document-Oriented Storage:

One of MongoDB’s biggest advantages is its document-oriented storage. This feature allows you to store data in JSON format, which makes it easy to work with and query. This can be especially useful for applications that need to process or display data in a specific way.

2. Built-in Indexing and Search:

MongoDB also offers built-in indexing and search, which makes it easy to find information quickly and easily. This can be very helpful for applications that need to search through large amounts of data.

MySQL also has some advantages over MongoDB, including its popularity and wide range of features. Some of the advantages that MySQL offers include:

– Wide Range of Features:

MySQL comes with a wide range of features, which makes it a good choice for many different applications. It has everything you need to store data, query data, and join tables together.

– Popularity:

MySQL is also a very popular database system, which means it’s easy to find help if you get stuck or need answers to questions. There are many tutorials available online that can teach you how to use MySQL effectively in your applications.

3. Which database system is best for you – MySQL or MongoDB?

So, which database system is best for you? It depends on your needs. If you are looking for a system that can store data in tables and you need support for SQL queries, then MySQL is the best option. If you are looking for a document-oriented database system and you need support for JSON data, then MongoDB is the best option. If scalability and high availability are important to you, then both systems will work well.

The choice really depends on your needs. You should choose a database system that fits your needs the best based on its features and capabilities.

The post MySQL vs MongoDB: Which Database System is Best for You? appeared first on LA5 Digital.

Fake Instagram Followers And How To Spot Users That Use Them

LA5 Digital — Sun, 18 Mar 2018 22:28:01 +0000

Building your social media channels can be difficult for first time businesses without resorting to black market tactics such as fake instagram followers. Seeing the big brands achieve thousands of likes and comments per post would make any small business owner wonder what they’re doing wrong. Developing your channels on your own can take a long time. It may take months, if not years, before you are able to see continuous engagement with your posts. Every social media marketer knows you must be patient and consistent.

For those not willing to wait, it can be tempting to invest in black market techniques to give your account an artificial boost. Investing in fake followers or “bot” accounts will allow your account to gain a substantial amount of followers in a very short space of time. This will give the impression that your business has a booming fanbase that will look more appealing to potential business leads who are scouting to invest.

This is incredibly risky and comes with serious consequences if you are caught out. We will educate you in the reasons why you must avoid investing in bot accounts and how to spot an account using them.

They Add No Value

When you invest in bot accounts, you are investing in a fake profile to follow or engage with your content. In practicality, this is doing nothing for your business other than giving you short term gain. A bot will never look into your products and subsequently make a purchase or invest in your services which adds no value to your business.

Affects Analytics

Using Instagram’s business analytics is a great method of measuring the effectiveness of your content with your target audience. When you invest in bot accounts, these analytics will not give you a true reading of user engagement. This, in turn, disables the ability to collect any useful data which could otherwise be helping you plan future content and make the necessary changes to help get a better understanding of what your audience like and dislike.

Long Term Loss

In the long run, you will notice a steady decline in followers or engagement due to the bot accounts getting flagged and banned by Instagram’s security algorithm. Once these accounts are banned and removed from the platform, the bots will automatically unfollow your account. As time progresses, the algorithm becomes smarter and more efficient in detecting these accounts which leads to a heavier decline in followers for your account.

Identifying Accounts That Use Bots

Identifying accounts that have invested in fake followers are surprisingly easy to find. Using programs such as socialblade will allow you analyse a users total Instagram followers over a certain timeframe. Potential investors who are knowledgeable about these tools will be sure to avoid profiles with signs of artificial growth.

In the example below, we analysed an account that shown signs of fake followers. You can find bot activity in accounts by observing the rate of monthly followers. In the example, this account experienced a rapid increase of 3,000 followers between October 2017 and November 2017. From the moment of the influx in followers, the rate of followers have been slowly depleting as the bot accounts have been banned or automatically unfollowing the account.

An account with organic growth will display a graph with a much more steadier rate of followers than the one depicted. Being able to identify accounts that include these sharp increases will help you as a business or investor pick up on unusual activity and fraudulent growth within companies trying to cheat the system.

The post Fake Instagram Followers And How To Spot Users That Use Them appeared first on LA5 Digital.

Basic Marketing Tips To Help Your Business Grow

LA5 Digital — Tue, 13 Feb 2018 09:10:39 +0000

To help you out, we have some basic marketing tips to help your business grow. Building your social media account is never considered an overnight task. It can take a few days to get all preparations in order before you are ready to start your campaign. Using these 5 tips will give your business a good start in building your social media success.

Take Advantage Of Social Media
Utilising social media can help you and your business reach out to millions of users. The best method in branching out and creating an engaging user base is not with quantity but with posting quality, consistent content that reflects your business model and actively interacting with your audience.

Use Email Marketing
Before beginning your email marketing campaign, make sure you understand who you are sending it to and what content they will be most receptive to. Creating an email campaign that’s easy to read, captivating to your audience and is visually pleasing will aid you in getting recipients to engage in that email by viewing your website.

Invest Time Into SEO
SEO, search engine optimisation, refers to the process of increasing the online visibility of your website among organic search engine results. Search engines will rank your website higher as long as your website is optimised properly meaning users will be more likely to select your website if its one of the first results on the first page of Google, for example.

Use Analytics
Measuring the analytics of your digital marketing will help you understand their effectiveness. Most social media and email marketing providers will give you analytical tools that will give you in-depth reports of user engagement of your campaigns. Measuring your websites analytics will also allow you to view daily visitors and their activity.

Invest In A Presskit
By using eye-catching visual media to describe your business; you will be able to obtain a much higher level of user interest rather than just offering your services with plain text.

The post Basic Marketing Tips To Help Your Business Grow appeared first on LA5 Digital.