Stories by Were Samson Bruno on Medium


<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*Y-xKN2j0DMooWoHVHcnsVQ.jpeg"><figcaption>An AI-generated Image from Gemini of a corridor in a server room through multiple massive server racks.</figcaption></figure><h3>Introduction</h3>
<p>I have scoured through hundreds if not thousands of google search results trying to find a free or atleast affordable option for a startup to host a backend on the internet so you don’t have to.</p>
<p>There are many hosting providers that are known to either actively support or work well with Django, including: <a href="https://www.heroku.com/">Heroku</a>, <a href="https://www.digitalocean.com/">Digital Ocean</a>, <a href="https://railway.app/">Railway</a>, <a href="https://www.pythonanywhere.com/">Python Anywhere</a>, <a href="https://aws.amazon.com/">Amazon Web Services</a>, <a href="https://azure.microsoft.com/en-us/">Azure</a>, <a href="https://cloud.google.com/">Google Cloud</a>, <a href="https://www.hetzner.com/">Hetzner</a>, and <a href="https://www.vultr.com/news/new-free-tier-plan/">Vultr Cloud Compute</a>. These vendors provide different types of environments (IaaS, PaaS), and different levels of computing and network resources at different prices.</p>
<p>But I assume you already know most of these. <a href="https://djangostars.com/blog/top-django-compatible-hosting-services/">Click Here</a> to read an article that does a comparison between most of the services/platforms/providers above. My mandate today is to indulge you in my personal handpicked providers that are intriguing to me.</p>
<h3>My handpicked choices</h3>
<h4>1. Fly.io</h4>
<blockquote>“Scalable Full Stack Without the Cortisol”; is how they describe their value proposition on their landing page. Over 3 million apps have launched on Fly.io, boosted by global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. To be fair i love or are impressed with them not only because of their snarky good copy but also the feel and UI/UX of their product.</blockquote>
<p>The most important thing to discuss here is the pricing, so I have broken down a comprehensive summary of that; if you don’t feel like reading through it all; Here is your answer <strong>Current Hobby Plan: $5/month after free trial credit.</strong></p>
<h4>Fly.io Resource Pricing Summary</h4>
<h4>How It Works</h4>
<ul>
<li>
<strong>Billing:</strong> Per organization, based on provisioned resources, prorated by time.</li>
<li>
<strong>Organizations:</strong> Administrative entities for app development environments and billing management.</li>
</ul>
<h4>Plans</h4>
<ul>
<li>
<strong>Pay As You Go:</strong> Default plan for new organizations.</li>
<li>
<strong>Upgrade Options:</strong> Launch, Scale, Enterprise plans for more support and compliance options.</li>
<li>
<strong>Legacy Hobby Plan:</strong> No monthly fee, limited free resources.</li>
<li>
<strong>Current Hobby Plan:</strong> $5/month after free trial credit.</li>
</ul>
<h4>Free Allowances (Hobby, Launch, Scale Plans)</h4>
<ul>
<li>
<strong>Compute:</strong> Up to 3 shared-cpu-1x 256MB VMs.</li>
<li>
<strong>Storage:</strong> 3GB persistent volume.</li>
<li>
<strong>Data Transfer:</strong> 100 GB (North America &amp; Europe), 30 GB (Asia Pacific, Oceania, South America, Africa &amp; India).</li>
</ul>
<h4>Compute Pricing</h4>
<ul>
<li>
<strong>Running Machines:</strong> Charged based on CPU/RAM presets.</li>
<li>
<strong>Stopped Machines:</strong> Charged for root filesystem storage ($0.15/GB per month).</li>
<li><strong>Example Prices:</strong></li>
<li>shared-cpu-1x 256MB: $0.0000008/s ($1.94/mo).</li>
<li>performance-1x 2GB: $0.0000120/s ($31.00/mo).</li>
</ul>
<h4>GPU Pricing</h4>
<ul>
<li><strong>On-demand GPUs:</strong></li>
<li>A10: $1.50/hr.</li>
<li>L40S: $2.50/hr.</li>
<li>A100 40G PCIe: $2.50/hr.</li>
<li>A100 80G SXM: $3.50/hr.</li>
</ul>
<h4>Persistent Storage Volumes</h4>
<ul><li>
<strong>Cost:</strong> $0.15/GB per month.</li></ul>
<h4>Network Prices</h4>
<ul>
<li>
<strong>Dedicated IPv4:</strong> $2/month.</li>
<li><strong>SSL Certificates:</strong></li>
<li>Single hostname: $0.10/month.</li>
<li>Wildcard: $1/month.</li>
<li><strong>Data Transfer:</strong></li>
<li>North America &amp; Europe: $0.02/GB.</li>
<li>Asia Pacific, Oceania, South America: $0.04/GB.</li>
<li>Africa &amp; India: $0.12/GB.</li>
</ul>
<h4>Fly Kubernetes</h4>
<ul><li>
<strong>Managed Service:</strong> $75/month per cluster plus compute and storage costs.</li></ul>
<h4>Extensions and LiteFS Cloud</h4>
<ul>
<li>
<strong>Third-Party Services:</strong> Billed at list prices via Fly.io.</li>
<li>
<strong>LiteFS Cloud:</strong> $5/month for up to 10GB, $0.50/GB beyond.</li>
</ul>
<h4>Support</h4>
<ul>
<li>
<strong>Community Support:</strong> Included for all.</li>
<li>
<strong>Email Support:</strong> Available with Launch, Scale, Enterprise plans.</li>
</ul>
<h4>2. Koyeb</h4>
<p>“Deploy to production, scale globally, in minutes. Accelerate AI apps with high-performance infrastructure. Connect your GitHub account to Koyeb. Choose a repository to deploy. Leave us the infrastructure — We build, deploy, run, and scale your application with zero-configuration.” Is how they describe their value proposition on their Landing page; I would say they are the dark horse in this race. Have tried deploying an app with them an its a breeze; connecting your Github repo and everything happens just smoothly;</p>
<p>The most important thing that you might be interested in not only their pricing but that fact that they have a <a href="https://tally.so/r/w4kzad">startup program </a>that you can apply to and get compute credit worth $30k. Additionally if you don’t feel like reading through the comprehensive pricing summary ; Here is your answer about Koyeb’s Pricing: <strong>Current Hobby Plan: $0/month pay-per-use No credit card required.</strong></p>
<h4>Koyeb Pricing Summary</h4>
<h4>Plans</h4>
<p><strong>Starter Plan</strong></p>
<ul>
<li>
<strong>Cost:</strong> $0/mo + compute (pay-per-use by the second).</li>
<li><strong>Features:</strong></li>
<li>1x free Web service.</li>
<li>1x free Postgres database (50h/month).</li>
<li>Run web apps, APIs, and workers.</li>
<li>Git push to deploy.</li>
<li>SSL and 10 free custom domains.</li>
<li>GPU access.</li>
<li>3 users included.</li>
<li>
<strong>Notes:</strong> No credit card required on Hobby plan; upgrade when ready.</li>
</ul>
<p><strong>Startup Plan</strong></p>
<ul>
<li>
<strong>Cost:</strong> $79/mo + compute.</li>
<li><strong>Features:</strong></li>
<li>Everything in Starter.</li>
<li>US, EU, and Asia regions.</li>
<li>6 users included (more as an add-on).</li>
<li>Up to 128GB of RAM &amp; 40 vCPU per service.</li>
<li>E-mail support and chat.</li>
<li>Slack cross-connect.</li>
<li>99.9% uptime SLA.</li>
</ul>
<p><strong>Enterprise Plan</strong></p>
<ul>
<li>
<strong>Cost:</strong> Custom, starting at $1000/mo with committed usage.</li>
<li><strong>Features:</strong></li>
<li>Custom RAM, CPU, and GPU.</li>
<li>Private dedicated locations.</li>
<li>Unlimited users.</li>
<li>SSO, RBAC, and Audit trail.</li>
<li>ISO27001 and SOC2 Certifications.</li>
<li>99.99% uptime SLA.</li>
<li>24×7×365 premium support.</li>
</ul>
<h4>General Features (Included in All Plans)</h4>
<ul>
<li>High-performance bare metal servers.</li>
<li>Global edge acceleration and CDN.</li>
<li>Autobuild for multiple languages (Node, Python, Go, Java, Ruby, PHP, etc.).</li>
<li>Global VPC across regions.</li>
<li>Free inbound bandwidth.</li>
<li>Deploy Docker from any registry.</li>
<li>HTTP/2, WebSocket, and gRPC support.</li>
<li>100GB of free outbound transfer.</li>
<li>Deploy from Dockerfile.</li>
<li>Service mesh &amp; discovery.</li>
<li>Anti-DDoS.</li>
<li>Infrastructure autohealing.</li>
<li>Automatic OS patching.</li>
<li>Continuous deployment with Canary.</li>
<li>Secrets management.</li>
<li>Horizontal scaling with global load-balancing.</li>
<li>CLI, API, Terraform, and Pulumi.</li>
<li>Real-time logs and metrics.</li>
<li>Autoscaling.</li>
<li>Community support.</li>
</ul>
<h4>GPU Pricing</h4>
<ul>
<li>
<strong>RTX-4000-SFF-ADA:</strong> $375/mo ($0.00014/s) — 20 GB VRAM, 6 CPU / 44 GB RAM.</li>
<li>
<strong>V100-SXM2:</strong> $632/mo — 16 GB VRAM, 8 CPU / 44 GB RAM.</li>
<li>
<strong>L4:</strong> $744/mo — 24 GB VRAM, 15 CPU / 44 GB RAM.</li>
<li>
<strong>L40S:</strong> $1488/mo — 48 GB VRAM, 30 vCPUs / 92 GB RAM.</li>
<li>
<strong>A100:</strong> $2009/mo — 80 GB VRAM, 15 vCPUs / 180 GB RAM.</li>
<li>
<strong>H100:</strong> $2454/mo — 80 GB VRAM, 15 vCPUs / 180 GB RAM.</li>
</ul>
<h4>Serverless Postgres Pricing</h4>
<ul>
<li>
<strong>Free:</strong> 50h/month, 1 GB RAM, 0.25 CPU.</li>
<li>
<strong>Small:</strong> $21/mo, 1 GB RAM, 0.25 CPU.</li>
<li>
<strong>Medium:</strong> $42/mo, 2 GB RAM, 0.5 CPU.</li>
<li>
<strong>Large:</strong> $95/mo, 4 GB RAM, 1 CPU.</li>
<li>
<strong>Additional Storage:</strong> $2/mo per 10 GiB.</li>
<li>
<strong>Usage:</strong> $0.000008/s for Small; $0.10/GB for additional storage.</li>
</ul>
<h4>FAQs</h4>
<ul>
<li>
<strong>Credit Card:</strong> Not required to start on the Hobby plan.</li>
<li>
<strong>Starter Plan:</strong> Free, with one Web Service and Database, 10 custom domains; credit card required.</li>
<li>
<strong>Charges:</strong> Based on actual usage, billed per second.</li>
<li>
<strong>Differences Between Plans:</strong> Starter for non-critical apps; Startup for production; Enterprise for large, mission-critical apps.</li>
<li>
<strong>Outbound Bandwidth:</strong> Charged at $0.04/GB after free tier.</li>
<li>
<strong>Custom Domain:</strong> Yes, with free SSL for 10 domains.</li>
<li>
<strong>Cancellation:</strong> Anytime with prorated credit for unused time.</li>
</ul>
<h4>Render</h4>
<p>Finally darling Render 😍😘; This has been the go-to platform for most of our MVP projects; we’ve tried it; tested it and stretched the limits of it’s free resources and are forever grateful for the team at Render. It’s no mean feat giving free compute albeit small or miniscule to users indefinitely. (Not speaking about the database).</p>
<p>Render describes their value proposition as “Your fastest path to production. Build, deploy, and scale your apps with unparalleled ease — from your first user to your billionth.” And yes you can get started for free.</p>
<p>Here is a comprehensive breakdown of their pricing if you want to go over the free fence and get into the real thick of things.</p>
<h4>Render Pricing Summary</h4>
<h4>Plan Tiers</h4>
<p><strong>Individual</strong></p>
<ul>
<li>
<strong>Cost:</strong> $0/month + compute costs.</li>
<li>
<strong>Designed for:</strong> Hobbyists, students, and indie hackers.</li>
</ul>
<p><strong>Team</strong></p>
<ul>
<li>
<strong>Cost:</strong> $19/user/month + compute costs.</li>
<li>
<strong>Designed for:</strong> Small teams and early-stage startups.</li>
</ul>
<p><strong>Organization</strong></p>
<ul>
<li>
<strong>Cost:</strong> $29/user/month + compute costs.</li>
<li>
<strong>Designed for:</strong> Larger teams with complex needs.</li>
</ul>
<p><strong>Enterprise</strong></p>
<ul>
<li>
<strong>Cost:</strong> Custom pricing + compute costs.</li>
<li>
<strong>Designed for:</strong> Ultimate power and customization needs.</li>
</ul>
<h4>Services</h4>
<ul>
<li><strong>Static Sites</strong></li>
<li>
<strong>Cost:</strong> $0/month.</li>
<li>
<strong>Features:</strong> Lightning-fast CDN, automatic continuous deploys from Git, instant cache invalidation, custom domains with fully managed TLS.</li>
<li><strong>Web Services</strong></li>
<li>
<strong>Cost:</strong> From $0/month.</li>
<li>
<strong>Features:</strong> Web services with HTTP/2 and full TLS, support for Node, Python, Go, Rust, Ruby, Elixir, private services, custom Docker containers, SSDs at $0.25/GB per month.</li>
<li><strong>PostgreSQL</strong></li>
<li>
<strong>Cost:</strong> From $0/month.</li>
<li>
<strong>Features:</strong> Fully managed PostgreSQL, connect from anywhere, automatic daily backups for paid instances, expandable storage, 1 GB SSD storage included, point-in-time recovery.</li>
<li><strong>Redis®</strong></li>
<li>
<strong>Cost:</strong> From $0/month.</li>
<li>
<strong>Features:</strong> Fully managed Redis, connect from anywhere, maximize availability by queueing jobs, reduce primary DB’s load, cache pages, results, fragments.</li>
<li><strong>Cron Jobs</strong></li>
<li>
<strong>Cost:</strong> From $1/month.</li>
<li>
<strong>Features:</strong> Run any command or script periodically, failure notifications, full support for cron expressions, prorated by the second, live cron job logs.</li>
</ul>
<h4>Features Across Plans</h4>
<ul>
<li>
<strong>Build &amp; Deploy:</strong> Web Services, Static Sites, Cron Jobs, One-Off Jobs, Background Workers, Free Instances, Build Pipeline (500 minutes/month for Individual, 500 minutes/user/month for Team and Organization, custom for Enterprise).</li>
<li>
<strong>Free Bandwidth:</strong> 100 GB for Individual, 500 GB for Team, 1 TB for Organization, custom for Enterprise.</li>
<li>
<strong>Data Stores:</strong> Managed PostgreSQL, Automated Backups, Read Replicas, Point-in-Time Recovery, High Availability, Managed Redis, Persistence, Persistent Disks.</li>
<li>
<strong>Collaboration:</strong> Auto Deploys from Git, Service Previews, Deploy Hooks, Preview Environments, up to 10 team members for Individual, unlimited for Team and Organization, custom for Enterprise.</li>
<li>
<strong>Convenience:</strong> Native Runtimes, Docker Builds, Pre-Deploy Command, Infrastructure-as-Code, Environment Groups, Monorepo Support, Automatic Brotli Compression, Custom Domains with free TLS, Wildcard Domains.</li>
<li>
<strong>Uptime &amp; Monitoring:</strong> Zero-Downtime Deploys, Health Checks, Instant Rollbacks, Log Retention (7 days for Individual, 14 days for Team, 30 days for Organization and Enterprise), Log Streams, HTTP Request Logs, Contractual Uptime SLA.</li>
<li>
<strong>Networking:</strong> Premium Global CDN, HTTP/2 and HTTP/3, WebSocket, Static Outbound IPs, Private Networking, Service Discovery.</li>
<li>
<strong>Security:</strong> HTTPS only, SSH access, DDoS Protection, Secret Files, 2FA, GDPR DPA, SOC 2 Type 2 Report.</li>
<li>
<strong>Support:</strong> Community Forum, Email Support, Chat Support, Migration Support, Customer Success Engineer, First Response Support SLA, Urgent Support SLA, Architecture Review, Dedicated Support Engineer, Private Slack Channel, Quarterly Account Review.</li>
</ul>
<h4>Billing and FAQs</h4>
<ul>
<li>
<strong>Billing:</strong> Monthly plan costs depend on plan type and number of users, compute usage is billed and prorated by the second.</li>
<li>
<strong>No Activity Fee:</strong> Team member fee waived if no services and no activity during a month.</li>
<li>
<strong>Team Members:</strong> Billed based on user count at the end of the billing period.</li>
<li>
<strong>Pipeline Minutes:</strong> Track build and pre-deploy task durations, viewable from the dashboard’s Billing page.</li>
<li>
<strong>Free Instances:</strong> Usage limits designed for exploring tech, building personal projects, and previewing Render’s experience.</li>
<li>
<strong>Payment Methods:</strong> Accepts all major credit and debit cards, processed securely by Stripe.</li>
</ul>
<h3>Some of the things to consider when choosing a host:</h3>
<ul>
<li>How busy your site is likely to be and the cost of data and computing resources required to meet that demand.</li>
<li>Level of support for scaling horizontally (adding more machines) and vertically (upgrading to more powerful machines) and the costs of doing so.</li>
<li>Where the supplier has data centres, and hence where access is likely to be fastest.</li>
<li>The host’s historical uptime and downtime performance.</li>
<li>Tools provided for managing the site — are they easy to use and are they secure (e.g. SFTP vs. FTP).</li>
<li>Inbuilt frameworks for monitoring your server.</li>
<li>Known limitations. Some hosts will deliberately block certain services (e.g. email). Others offer only a certain number of hours of “live time” in some price tiers, or only offer a small amount of storage.</li>
<li>Additional benefits. Some providers will offer free domain names and support for TLS certificates that you would otherwise have to pay for.</li>
<li>Whether the “free” tier you’re relying on expires over time, and whether the cost of migrating to a more expensive tier means you would have been better off using some other service in the first place!</li>
</ul>
<h3>Conclusion</h3>
<p>That’s the end of this article on where to host your Django (or any) backend and also my cherry picks for providers. I hope you’ve found them useful. <strong>You can check out an open source Project Management software we are building on </strong><a href="https://github.com/orgs/Clearpath-HQ/repositories"><strong>GitHub here</strong></a><strong>.</strong> Contributions and any sort of support is welcome.</p>
<h3>See Also</h3>
<p><a href="https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/create-deploy-python-django.html">AWS Beanstalk tutorial</a></p>
<p><a href="https://fly.io/django-beats/deploying-django-to-production/">Deploy Django on Fly.io</a></p>
<p><a href="https://cloud.google.com/python/django/appengine">Deploy django app on Google App Engine</a></p>
<p><a href="https://realpython.com/django-hosting-on-heroku/">Hosting a Django project on Heroku</a></p>
<p><a href="https://docs.render.com/deploy-django">Deploy a Django app on Render</a></p>
<p><a href="https://www.geeksforgeeks.org/how-to-deploy-django-project-on-pythonanywhere/">Deploy a Django project on pythonanywhere</a></p>
<p><a href="https://developer.mozilla.org/en-US/docs/Learn/Server-side/Django/Deployment">Documentation on Django deployment</a></p>
<p><a href="https://platform.sh/blog/how-to-deploy-your-django-project-on-platformsh/">Deploying django backend on platform.sh</a></p>
<img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=3f4f9f594aa5" width="1" height="1" alt="">


Where to host your Django (or any) backend.


<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*nTGYtb-IKkdzrkzzXr5Sxg.jpeg"><figcaption>I asked Gemini to generate me an image that befits this article; prompt used was the title of the article.</figcaption></figure><p>This is a personal reflection of my journey, tools I have come to become familiar with and gradually refined as I kept on venturing deeper into the rabbit hole of AI architecture</p>
<h3>Introduction</h3>
<p>I assume that you already possess a keen interest in Artificial intelligence and you are now excited and want to build your own AI app. It could be a ChatGPT wrapper or something entirely unique that has never been applied in any industry before. This journey you desire to walk I have walked and will take you where I have been.</p>
<p>For reference purposes I will use the initial architecture of our solution <a href="https://www.intelliconcierge.com/">Intelli</a>. Our team is made up of four individuals — each with a prefix appended to the Role CTO, which means everyone’s opinion influences the technical decisions we make. When we envisioned Intelli(fondly referred to as Elli) we saw it this way; We broke it down into movable parts that would come together to form the sweet spot of Data and Intelligence that would solve our customer’s problems in the easiest and most cost-effective way</p>
<h3>OSI Model Diagram</h3>
<figure><img alt="The OSI Model (from Top to Bottom) of Intelli Tech Architecture" src="https://cdn-images-1.medium.com/max/854/1*TgAqJbfkwgqNoK003_IGwg.png"></figure><p>Bare in mind that the decisions for the various platform choices were made based off of cost, performance, ease of use, our team’s acquaintance with them and community built around it, for example we had Azure credits worth $1,000 and we had google credits worth $200; It only made financial sense that we rely on Azure although we acknowledge it was not the most friendly cloud platform available.</p>
<p>For the choice on <a href="https://www.oracle.com/database/what-is-database/">databases</a>, we segmented them into two usecases; one for basic storage and retrieval; We went for <a href="https://www.cloudflare.com/learning/ai/what-is-vector-database/">a vector database</a> because they allow for fast similarity searches; which is what we wanted since we had a RAG model as part of our architecture at a point. We knew there was going to be indexing of data and a vector database would be the best way to store it.</p>
<p>Yet again the decision for what we chose came down to available resources and familiarity with the tech; we found <a href="https://docs.pinecone.io/reference/create_index">documentation</a> on how to setup indices in Pinecone and also saw some <a href="https://python.langchain.com/docs/integrations/vectorstores/pinecone">documentation on Langchain</a> specifically tailored for pinecone. Adding to the fact that we ran into some errors trying to use Redis which was our first choice for a vector DB; we quickly switched our minds to Pinecone.</p>
<p>MongoDB and <a href="https://www.matillion.com/blog/what-is-azure-data-lake">Azure Data Lake</a> didn’t get the light of day for different reasons; The former didn’t have the easiest path to entry despite having plenty documentation out there; It had a steep learning curve and thus we chose to forego it. However much we acknowledge the robustness of the <a href="https://www.mongodb.com/developer/languages/python/semantic-search-made-easy-langchain-mongodb/">MongoDB Atlas Semantic search</a> and <a href="https://www.mongodb.com/developer/products/atlas/rag-atlas-vector-search-langchain-openai/">coupling </a>it with a <a href="https://aws.amazon.com/what-is/retrieval-augmented-generation/">RAG model</a>.</p>
<p>The latter was too early for us. We aren’t yet at the level, or scale of having big data and as such would just be a wastage of resources for us to run this service if we have failed to exhaust our current DBs. Although we shall still keep it on our rack for when we get there and our needs warrant such storage capacities.</p>
<p>This brings me to the second segment of our Dbs; Data Mining and Machine Learning; we saw the essence of having our system become better at answering questions by fine-tuning a foundational model to turn it into a proprietary and enterprise LLM specifically built for our business usecase and fully decoupled from and independent of it’s source/parent model.</p>
<p>When we started we only thought about using PyTorch as the library for Natural Language Processing(NLP) within <a href="https://colab.google/">Google Cola</a>b as the playground for us to perform our training but our minds were introduced to better options like TensorFlow which is an End to end open source platform for machine learning and thus would serve our needs adequately and ticks most of the boxes we needed.</p>
<p>Power BI (in Microsoft Fabric) were basically reporting tools; to visually represent the data/numbers of the progress of our training and Machine Learning procedures.</p>
<p>Moving up to the Presentation Layer; we chose to stick to A Python Back-end using the Django framework for it’s benefits of being structured, organized and an out of the box solution(comes with batteries included) It greatly increases our speed of building. And the fact that we also had access to technical expertise in our vicinity that were proficient with it made it a sound decision to make. The most important reason for this decision however is because we thought about the intricacies of dealing with data for ML purposes in any language other than python and it made sense that we work with python from day 0.</p>
<p>We chose to host our codebase on GitHub and initially had decided to ship it to production in a docker container; however as we proceeded we found out alternative ways to ship it that would be easier for us to execute. Vercel provided a serverless edge option to launch our Django app and we lunged at it(I love all things serverless!).</p>
<p>For the APIs we are utilizing Retell for Voice, Paddle for Payments, Our LLMs are OpenAi, Llama 2 and hope to soon have our own LLM Epsilon join these ranks.</p>
<p>For the Presentation Layer we chose to use NextJs framework to build the web app and Flutter to build the desktop for reason of our team having a familiarity and experience with these tools and technologies and thus making it a perfect fit.</p>
<h3>Technical Architecture Diagram</h3>
<p>Now that I have explained the OSI model; you can glimpse at the architecture and it will make sense to you. As you look at the architecture diagram you will realise there are elements that were added that were not part of the OSI model; this is because we kept on refining and changing our architecture as we learned and kept on going.</p>
<figure><img alt="A diagram of our technical architecture from frontend(left) to backend(right)" src="https://cdn-images-1.medium.com/max/887/1*0rOiuC6qBPhX135ngucbFw.png"></figure><h4>Additional Notes</h4>
<p>Some of the components we switched entirely are listed herein:</p>
<ol>
<li>Cloud Service Provider — Much as we love GCP; and had crafted our entire cloud infrastructure around them. We had to choose to flow where the credits flowed, to make our building azurier(easier)</li>
<li>Claude and Palm2 — We thought we would start with these two models but things turned out Open AI, so we took that path.</li>
<li>We had missed a crucial part (<a href="https://www.altexsoft.com/glossary/online-travel-agency-ota/">OTAs</a>) so we had to look out for those that had developer platforms and provided their API services.</li>
</ol>
<h3>Conclusion</h3>
<p>I believe if you have followed this article to this point, your mind has been opened up to see things as they are; plain. I hope this has been an insightful read for you and that it has inspired you to come up with an even more optimised architecture and subsequently product.</p>
<p>This was written to help you see AI app architecture from the angle of any other software you have built before; what changes are the tools and the application of the software and the paradigm of building it.</p>
<p>You can build anything you set your mind to, so go forth and build.</p>
<img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=a26bf8f16dad" width="1" height="1" alt="">


Getting started with Architecture for AI apps: A Founder’s guide


<h3>ChopCompass: How I built an AI-Powered Chatbot in 30 minutes to Discover the Best Dining Experiences</h3>
<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*VPpnpm_czLy68zDYonQVbw.png"><figcaption>Chop Compass; a glimpse</figcaption></figure><h3>Introduction</h3>
<p>On the bus to MEST campus today(2nd bus). I sat next to a colleague <a href="https://medium.com/u/7ef90d577d96">Andrews Kwesi Ankomahene</a> and we had a light chat about a recently launched hackathon by AWS on devpost. The PartyRock Generative AI Hackathon by AWS: a challenge for all builders to get hands-on making generative AI-powered apps. In this challenge, we are required to use PartyRock, an Amazon Bedrock Playground as a fast and fun way to learn about Prompt Engineering and Foundational Models (FMs) to build a functional app with generative AI.</p>
<p>We are also expected to experiment with prompts to build an app based on one of four challenge categories or Remix the featured Side Quest app for more ways to compete!</p>
<p>The challenge categories are below:</p>
<ul>
<li>Interactive Learning Experience — virtual science lab, language lesson, etc;</li>
<li>Creative Assistant — music composition assistance, story idea generator, etc;</li>
<li>Experimental Entertainment — interactive story, Role Playing Games, etc;</li>
<li>Freestyle — any project that doesn’t fall into one of the categories above.</li>
</ul>
<p>You can either create a Party Rock app from scratch or Remix an existing one. I chose to do the latter being that it was already looking like what I envisioned.</p>
<h3>Backstory and genesis!</h3>
<p>Discovering the perfect dining experience can be a challenge but not anymore. As a firm believer in innovation and reinvention, I was inspired by the convenience and personalized recommendations offered by Google Maps. This inspiration led me on a journey to develop an AI-powered chatbot that would revolutionize the way people find the best restaurants.</p>
<p>Welcome to the story of ChopCompass, my simple chat bot solution that quickly helps you in discovering exceptional dining experiences based on your location, budget, cuisine preference, and meal you want to eat.</p>
<h3>Finding Inspiration in Google Maps</h3>
<p>The idea for ChopCompass was born out of the desire to create a user-friendly platform that could provide personalized recommendations for dining establishments. Seeing how Google Maps effortlessly provided directions and suggestions based on user preferences, I recognized the immense potential for a similar concept in the food industry. With this inspiration in mind, I wanted to develop an AI-powered chatbot that would take restaurant discovery to the next level.</p>
<h3>Developing ChopCompass: A Simple Walk through</h3>
<ol><li>I visited The <a href="https://partyrock.aws/">Party Rock website</a> as shown in the image below</li></ol>
<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*HbEIM11mu_aHEIobnhXs8Q.png"></figure><p>2. I scrolled to the section (Try out featured apps built with PartyRock)</p>
<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*KAC8i9yu3Ov1putVOfUp9Q.png"></figure><p>3. I clicked on the Good Eats App because I had something similar in mind and when I did; I was redirected to the page displayed below: This is because I already had created a Party Rock account. But if you don’t have an account it will prompt you to create one and you can use apple or Google SAML.</p>
<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*bDgg8yAkvAYDNpXkCJoumw.png"><figcaption>Good Eats Restaurant App Landing Page</figcaption></figure><p>4. I clicked on the Remix button In the top Right corner</p>
<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*uu8o46HiNxZa0x17frPT2w.png"></figure><p>Immediately I did; it spun up my own instance of the Good Eats App.</p>
<p>5. From here on i added widgets; the first widget I added was the budget widget</p>
<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*hGXOntWm64h-rAGL6iUSxg.png"></figure><p>6. After adding the widget; I proceeded to save the changes and published the app; subsequently you have to keep on pressing the release changes button after clicking save</p>
<p>7. One important feature I loved was the Show Configuration button on each of the widgets; It helps you choose the LLM you want to use and set the parameters like temperature and Top.</p>
<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*I3CppRFkMNGElpSXwkv54g.png"></figure><p>8. Finally once the app was ready I launched it.</p>
<h3>What Next:</h3>
<p>You can find Chop Compass <a href="https://partyrock.aws/u/Samsonroyal/C4jLd2-Tb/Chop-Compass"><strong>here</strong> </a>and test it out</p>
<p><strong>Side Note</strong>: While developing ChopCompass, I love the fact that AWS party rock comes with about 7 open-source base LLMs and the UI of the site is leaning towards Neo-brutalism. I love it.</p>
<h3>Testing and Iteration: Refining ChopCompass</h3>
<p>Once the development was complete, it was time to put ChopCompass to the test.</p>
<p>User feedback plays a vital role in refining the functionality of products and ensuring their effectiveness. I shared a link to the remix app in our group of fellow Global entrepreneurs so they could get to test it out and use it extensively.</p>
<p>I got some exciting feedback and also got two people to remix my app and go ahead to create their own apps. The feedback they gave also enabled me to identify areas for improvement and address any usability issues.</p>
<h3>Reflection and Future Enhancements</h3>
<p>Creating ChopCompass was a swift and exciting process that took only 30 minutes. I utilized the no-code platform, AWS Party Rock, to build the app. I started by remixing an existing app, adding more widgets, and making a few edits to customize it to my needs. Within a short time, I had successfully spun up ChopCompass on the AWS Party Rock platform.</p>
<p>The development process was straightforward, and I encountered no significant challenges along the way. ChopCompass was built with a focus on user-centric design, leveraging the convenience of AI-powered chatbots and the personalized recommendations of Google Maps. The app’s core features include the ability to provide tailored dining suggestions based on user preferences such as location, budget, cuisine type, and meal type.</p>
<p>My experience building ChopCompass has been both educational and rewarding. I learned the importance of prioritizing user experience and the potential of AI in transforming everyday experiences. I was able to efficiently create a unique and functional app in a short amount of time using a no-code platform.</p>
<p>Moving forward, I plan to enhance ChopCompass by incorporating advanced machine learning algorithms to improve the chatbot’s recommendations and expand its reach.</p>
<p>I believe that ChopCompass has the potential to revolutionize the way people discover dining experiences and look forward to sharing my journey with you.</p>
<p><strong>TL:DR</strong></p>
<ul>
<li>ChopCompass was developed in a <a href="https://awspartyrockhackathon.devpost.com/">hackathon</a>.</li>
<li>ChopCompass was built entirely on a no-code platform called AWS party rock</li>
<li>It utilises the Claude LLM</li>
<li>The chatbot’s recommendations are based on a combination of user cuisine preferences, location, and budget.</li>
<li>The app allows users to scout for and find good diners and restaurants they can visit and patronise with friends.</li>
</ul>
<img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=451c3e0df60d" width="1" height="1" alt="">


ChopCompass: How I built an AI-Powered Chatbot in 30 minutes to Discover the Best Dining…

Case study: A Walk-through of How To Rebuild your Portfolio Website


<h4>Quick Intro</h4>
<p>AWS Activate is a program offered by Amazon Web Services (AWS) that provides startups with the resources they need to quickly get started on AWS. The program includes credits, support, training, and other benefits to help startups successfully build and scale their businesses on AWS.</p>
<p><strong>Activate Founders Requirements</strong>:</p>
<p>As a first-time startup founder, who hasn't received a seed or pre-seed fund from any investors, or who is bootstrapping your startup, you are eligible for the AWS Activate Founders program if you meet the following criteria:</p>
<p>You have not previously received credits from an AWS Activate Portfolio partner.</p>
<p>You have an AWS Activate account.</p>
<p>You are an early-stage startup, either unfunded or funded up to and including Series A.</p>
<p>You have no institutional funding or affiliation with an Activate Provider.</p>
<p>You have a company website or public company profile.</p>
<p>Your company has been founded within the past 10 years.</p>
<p><strong>Activate Founders Perks</strong></p>
<p>Credits: Your startup can receive AWS Promotional Credits to help reduce the cost of using AWS services. You're given $1,000 USD AWS Activate credits valid for 2 years.</p>
<p>Support: Your startup will be eligible to and can access 24/7 technical support and resources to help you quickly get started with AWS. the precise cheque cut is $350 in AWS Developer Support Credits valid for 1 year.</p>
<p>Guidance: Your startup can get guidance from AWS experts on best practices for building and deploying applications on AWS. You will be able to use 7 Core AWS Trusted Advisor Best Practice Checks. You also receive email access to 1 primary Cloud Support Associate and General Architectural Guidance</p>
<p>Training: Your startup can access online training and courses by AWS and partners to help you build your skills and knowledge of AWS. There are tons of videos, GitHub repositories, documentation and articles(there is an entire blog dedicated to Startups <a href="https://aws.amazon.com/blogs/startups/">here</a>)</p>
<p>Networking: You can connect with other startups, investors, and mentors through AWS Activate events and initiatives. You can also leverage the social media channels to scout for potential talent and investors. The social media handles are here <a href="https://twitter.com/AWSstartups">AWS Startups Twitter</a>, <a href="https://www.linkedin.com/showcase/aws-startups/">AWS startups linkedin</a>. You can also access the AWS <a href="https://aws-startup-lofts.com/emea/">Loft</a></p>
<p>Special Offers: You can take advantage of special offers from AWS partners, such as discounts on tools and services and use them in building your projects</p>
<p><strong>Activate Portfolio Requirements:</strong></p>
<p>If you are an experienced startup founder, who has received a seed or pre-seed fund from investors, or you have been added to an accelerator for startups like YC or SeedStars, you are eligible for the AWS Activate Portfolio program if you meet the following criteria:</p>
<p>Startups affiliated with an <a href="https://aws.amazon.com/activate/portfolio-detail/">Activate Provider</a> (unfunded and funded up to and including Series A)</p>
<p>Have an Activate Provider’s organization ID (Org ID)</p>
<p>Have a fully functioning company website</p>
<p>Have an AWS Activate account</p>
<p>Have not previously received AWS Activate credits at equal or greater value from the same Activate Provider</p>
<p>Have not exceeded $100,000 in redeemed AWS Activate credits<br>Have been founded in the past 10 years</p>
<p><strong>Activate Portfolio Perks</strong></p>
<p>The AWS Activate Portfolio provides startups with up to $100,000 USD in AWS Promotional Credits that are valid for one year. These credits can be used to help reduce the cost of using AWS services, giving you the flexibility to choose the services that are right for your business.</p>
<p>In addition to the credits, the AWS Activate Portfolio also provides startups with AWS Business Support Credits that are valid for one year. With these credits, you can access 24x7 phone, email, and chat support from Cloud Support Engineers, as well as premium response speed for any technical issues or questions you may have.</p>
<p>The AWS Activate Portfolio also includes support for the AWS Support API, interoperability, and configuration guidance and troubleshooting. This means that you can get the help you need to set up and configure your AWS environment, as well as troubleshoot any issues that may arise.</p>
<p><strong>How to Apply</strong></p>
<p>Here is a step-by-step guide on how to apply for the AWS Activate Founders program:</p>
<p>Check your eligibility:</p>
<p>Check that you meet the eligibility criteria for the AWS Activate Founders program. You must be a founder of an early-stage startup (unfunded or funded up to and including Series A), have no institutional funding or affiliation with an Activate Provider, have a company website or public company profile, and have been founded in the past 10 years.</p>
<p>Visit the Website:</p>
<p>Visit the AWS Activate website, it currently looks something like this. You can proceed to click on the “Join Now” button or to Click "Create an AWS account".</p>
<p>If you scroll this page down, the view looks like this; there is a simple step-by-step illustration of how you can apply as shown in the image below.</p>
<p>Create an AWS Account:</p>
<p>If you don't already have an AWS account, create one by visiting the AWS website. When you click on the apply now button; you are redirected to a login page where you can either create a new AWS account or log into a present active one, the page looks like this</p>
<p>Choose Root User, or IAM user and progress to type in the email address; this screen is for those that possess AWS accounts; however, if you are new to AWS or want to create a new AWS account, you will be redirected to a page that looks like this when you click on the "Create a new Account button".</p>
<p>Go ahead and sign up then log in to your AWS activate Console.</p>
<p>Since I already have an account, I proceed to answer the Kaptcha test to verify if I am human and then log in</p>
<p>Fill out the online application form with information about your company and its use case for AWS. Be sure to provide a complete and accurate application, as this will help increase your chances of being accepted into the program. This will be the account that you use to fill in the form and apply for the AWS Activate Founders program.</p>
<p>Wait for Approval:</p>
<p>After you have submitted your application, you will need to wait for AWS to review it. This process can take up to a few weeks, so be patient. If your application is approved, you will receive an email from AWS with instructions on how to activate your AWS Activate account.</p>
<p>Once you're done filling in the application form your console will look like this.</p>
<p>Enjoy the Benefits:</p>
<p>Once your application for credits is approved, you will receive an email informing you of the approval and the value of your credits. Your AWS Activate Credits are automatically applied to your AWS account upon receipt of your application approval email. You don't need to take any action. AWS Activate Credits are automatically applied to your monthly bill.</p>
<p>You can find the exact credit amount, expiration date, the remaining balance of your AWS Activate Credits, and the applicable AWS services in the bottom section of the Credits Page on the AWS Billing and Cost Management Console.</p>
<p>If your application for credits is denied, you will still have access to your resources within the AWS Activate Console and can apply for credits again as your startup continues to evolve.</p>
<p><strong>Conclusion</strong></p>
<p>By following the steps above, you can apply for the AWS Activate Founders program and start taking advantage of the benefits it offers. With the help of AWS Activate, you can focus on building and scaling your business, while AWS provides the resources and support you need to succeed.</p>
<p>Happy Building 🚀🔥</p>
<img src="https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=800bf4e1a37f" width="1" height="1" alt="">


Why you should sign up for AWS Activate


<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*cIeI08HqswVzZzkJfVsfYQ.png"><figcaption>An image showing a man looking at their laptop with a blurred background of code. I designed this in Canva</figcaption></figure><h3>Ending the Neglect: Why Web Accessibility is Everyone’s Responsibility</h3>
<p><em>After reading </em><a href="https://www.kehinde.xyz/blog/web-accessibility"><em>Kehinde’s blog post </em></a><em>and reflecting on the many times I didn’t care about adding alt text to images, the contrast of some text, or the hierarchy of text and all the other web accessibility rules, I sought to change this by not only making a public a11y statement but also adhering to it from henceforth and spreading this gospel to fellow software engineers, especially for the web. This post acts as a public a11y statement. Together, we can make the world more accessible.</em></p>
<h3>Introduction to Web Accessibility</h3>
<p>In today’s digital age, the internet has become an integral part of our lives. We rely on it for information, communication, and even entertainment. However, not everyone is able to fully experience the benefits of the online world. People with disabilities often face numerous barriers when accessing websites, which can limit their ability to participate fully in society.</p>
<p>Web accessibility refers to the practice of designing and developing websites and web applications that can be used by people with disabilities. It aims to ensure that all individuals, regardless of their abilities, can perceive, understand, navigate, and interact with the digital content available online. By making the web more accessible, we can create an inclusive and equal online experience for everyone.</p>
<h3>The Importance of Web Accessibility</h3>
<p>Web accessibility is not just a matter of compliance or legal obligations; it is a fundamental human right. The United Nations Convention on the Rights of Persons with Disabilities recognizes access to information and communication technologies, including the internet, as a basic right. By neglecting web accessibility, we are excluding a significant portion of the population from accessing essential services, information, and opportunities.</p>
<p>Moreover, web accessibility is not limited to individuals with permanent disabilities. Temporary disabilities, such as a broken arm or a situational disability like being in a noisy environment, can also hinder a person’s ability to interact with inaccessible websites. Therefore, by making websites accessible, we not only cater to people with disabilities but also enhance the user experience for everyone.</p>
<h3>The Impact of Inaccessible Websites</h3>
<p>The consequences of inaccessible websites go beyond inconvenience; they can have a profound impact on individuals’ lives. Imagine trying to book a flight, order groceries, or apply for a job online and encountering barriers that prevent you from completing these tasks independently. Inaccessible websites create barriers that limit educational, employment, and economic opportunities for people with disabilities.</p>
<p>Additionally, inaccessible websites contribute to social exclusion and isolation. The internet has become a crucial platform for connecting with others, accessing social networks, and participating in online communities. When individuals with disabilities are unable to access and engage with these platforms, they are effectively excluded from social interactions and may feel isolated and marginalized.</p>
<h3>Web Accessibility Best Practices</h3>
<p>To ensure web accessibility, it is essential to follow best practices during the design and development process. Here are some key guidelines to consider:</p>
<p>1. Provide alternative text for images: Adding descriptive alt text to images allows screen readers to convey the content to individuals who are blind or visually impaired.</p>
<p>2. Use clear and consistent headings: Properly structured headings help users navigate through the content more easily and understand the hierarchy of information on a page.</p>
<p>3. Ensure color contrast: Use sufficient color contrast between text and background to ensure readability for individuals with visual impairments.</p>
<p>4. Provide captions and transcripts for multimedia: Including captions for videos and transcripts for audio content enables individuals with hearing disabilities to access the information.</p>
<p>5. Use descriptive link text: Avoid using generic phrases like “click here” and instead provide descriptive link text that conveys the purpose of the link.</p>
<h3>Web Accessibility Guidelines and Standards</h3>
<p>To support the implementation of web accessibility, several guidelines and standards have been developed. The Web Content Accessibility Guidelines (WCAG) provide a universally recognized framework for creating accessible web content. These guidelines, developed by the World Wide Web Consortium (W3C), outline specific success criteria for making websites more accessible.</p>
<p>The WCAG is organized into three levels of conformance: A, AA, and AAA. Each level builds upon the previous one, with level AA being the recommended level for most websites. Adhering to these guidelines ensures that websites are perceivable, operable, understandable, and robust for individuals with disabilities.</p>
<p>In addition to the WCAG, there are also specific accessibility standards for different countries and industries. It is important to stay updated with the latest guidelines and standards to ensure compliance and provide the best possible user experience for all users.</p>
<h3>Common Accessibility Barriers and How to Overcome Them</h3>
<p>Despite the existence of guidelines and standards, there are still common accessibility barriers that websites often encounter. By understanding these barriers and learning how to overcome them, we can create more inclusive and accessible digital experiences. Here are some of the most common accessibility barriers and their solutions:</p>
<p>6. Lack of alternative text for images: To overcome this barrier, ensure that all images have descriptive alt text that accurately conveys the content and context of the image.</p>
<p>7. Inaccessible forms and inputs: Use proper form labels, provide clear instructions, and ensure that form fields are programmatically associated with their labels. This allows individuals using assistive technologies to understand and interact with the forms effectively.</p>
<p>8. Insufficient color contrast: Check the color contrast of text and background colors to meet the WCAG’s recommended contrast ratio. There are various online tools available that can help test and adjust color contrast.</p>
<p>9. Inaccessible multimedia content: Provide captions, transcripts, and audio descriptions for videos and audio content. This ensures that individuals with hearing or visual impairments can access the information effectively.</p>
<p>10. Lack of keyboard accessibility: Ensure that all functionality and navigation can be accessed using a keyboard alone. This is crucial for individuals with motor disabilities who rely on keyboard navigation or assistive devices like switches.</p>
<p>By identifying and addressing these common accessibility barriers, we can create websites that are more inclusive and accessible to all users.</p>
<h3>Tools and Resources for Testing and Improving Web Accessibility</h3>
<p>To ensure web accessibility, it is essential to test and evaluate websites for compliance with accessibility guidelines. Fortunately, there are numerous tools and resources available to assist in this process. Here are some popular tools and resources for testing and improving web accessibility:</p>
<p>11. Web Accessibility Evaluation Tools: These tools automatically scan websites for accessibility issues and provide detailed reports on areas that need improvement. Some popular tools include WAVE, Axe, and Lighthouse.</p>
<p>12. Screen Readers: Screen readers are software programs that read out the content of a website to individuals with visual impairments. By using screen readers during the testing phase, developers can identify any issues that may hinder accessibility for these users.</p>
<p>13. Accessibility Checklists: Accessibility checklists provide a comprehensive list of guidelines and checkpoints to follow when designing and developing accessible websites. These checklists act as a handy reference to ensure that no accessibility requirements are overlooked.</p>
<p>14. Online Communities and Forums: Engaging with online communities and forums dedicated to web accessibility allows developers to share knowledge, ask questions, and stay updated with the latest trends and practices in the field.</p>
<p>15. Accessibility Audits and Expert Reviews: Conducting accessibility audits or seeking expert reviews can provide valuable insights and recommendations for improving web accessibility. These audits can be performed by specialized accessibility consultants or organizations.</p>
<p>By utilizing these tools and resources, developers can ensure that their websites meet the highest standards of accessibility and provide an inclusive experience for all users.</p>
<h3>The Role of Designers and Developers in Promoting Web Accessibility</h3>
<p>Designers and developers play a crucial role in promoting web accessibility. They are responsible for implementing accessibility features and ensuring that websites are usable by individuals with disabilities. Here are some key considerations for designers and developers:</p>
<p>16. Familiarize Yourself with Accessibility Guidelines: Designers and developers should be familiar with the WCAG and other relevant accessibility guidelines. This knowledge will enable them to incorporate accessibility requirements from the outset and avoid costly retrofits later.</p>
<p>17. Collaborate with Accessibility Experts: If possible, involve accessibility experts during the design and development process. Their expertise can help identify potential accessibility barriers and provide solutions early on.</p>
<p>18. Conduct User Testing with Individuals with Disabilities: Include individuals with disabilities in user testing sessions to gather feedback and insights on the accessibility of the website. This firsthand feedback is invaluable in uncovering usability issues and improving the overall accessibility of the website.</p>
<p>19. Implement Responsive Design: Ensure that websites are responsive and adaptable to different devices and screen sizes. This allows individuals with disabilities to access the content on various devices, such as smartphones or assistive technologies.</p>
<p>20. Stay Updated with Accessibility Trends and Techniques: Web accessibility is an evolving field, and new techniques and best practices regularly emerge. Designers and developers should stay updated with the latest accessibility trends and techniques to ensure that their websites remain accessible and compliant.</p>
<p>By actively incorporating accessibility considerations into the design and development process, designers and developers can contribute to a more inclusive web for all users.</p>
<h3>The Role of Content Creators in Promoting Web Accessibility</h3>
<p>Content creators, including writers, bloggers, and social media managers, also have a significant impact on web accessibility. They are responsible for producing content that is accessible and perceivable by individuals with disabilities. Here are some key considerations for content creators:</p>
<p>21. Write Descriptive and Concise Content: Use clear and concise language when creating content to ensure that it is easily understandable by all users. Avoid using jargon or complex terms that might be difficult for individuals with cognitive disabilities or limited language skills.</p>
<p>22. Structure Content with Headings: Break content into sections and use proper heading tags to structure the information. This helps individuals with screen readers navigate through the content more efficiently.</p>
<p>23. Provide Transcripts and Captions for Multimedia: If you include videos or audio content, provide accurate transcripts and captions. This ensures that individuals with hearing or visual impairments can access the information effectively.</p>
<p>24. Use Accessible Document Formats: When sharing documents, such as PDFs, ensure that they are accessible. Use proper headings, alternative text for images, and other accessibility features to make the documents usable for all individuals.</p>
<p>25. Provide Text Alternatives for Visual Content: If you include images or infographics, provide text alternatives to describe the content. This allows individuals with visual impairments to understand the information being conveyed.</p>
<p>By following these guidelines, content creators can contribute to a more inclusive and accessible online environment for all users.</p>
<h3>The Role of Businesses and Organizations in Promoting Web Accessibility</h3>
<p>Businesses and organizations have a responsibility to prioritize web accessibility and ensure that their online presence is accessible to individuals with disabilities. Here are some key actions that businesses and organizations can take to promote web accessibility:</p>
<p>26. Develop an Accessibility Policy: Create an accessibility policy that outlines the organization’s commitment to web accessibility and the steps it will take to ensure compliance. This policy should be publicly available on the organization’s website.</p>
<p>27. Train Employees on Accessibility: Provide training and awareness sessions to employees, particularly those involved in website development or content creation. Educating employees about accessibility guidelines and best practices will help ensure that accessibility is considered throughout the organization.</p>
<p>28. Conduct Regular Accessibility Audits: Perform regular accessibility audits to identify any accessibility issues on the organization’s website and take corrective actions promptly. These audits can be conducted internally or by engaging external accessibility consultants.</p>
<p>29. Engage with Accessibility Advocacy Groups: Collaborate with disability advocacy groups and organizations that specialize in accessibility to gain insights and guidance on improving web accessibility. These partnerships can help organizations stay updated with the latest accessibility trends and foster a culture of inclusivity.</p>
<p>30. Promote Accessibility in Procurement: When procuring third-party services or systems, include accessibility requirements in the selection criteria. By prioritizing accessibility, businesses and organizations can promote the development and delivery of accessible digital solutions.</p>
<p>By actively promoting web accessibility, businesses and organizations can lead by example and contribute to a more inclusive digital landscape.</p>
<h3>The Future of Web Accessibility</h3>
<p>As technology continues to advance, the importance of web accessibility will only grow. The rapid expansion of mobile devices, wearable technologies, and the Internet of Things (IoT) presents new opportunities and challenges for web accessibility. It is crucial for designers, developers, content creators, businesses, and organizations to stay ahead of these developments and ensure that accessibility remains a core consideration.</p>
<p>Furthermore, the increasing recognition of web accessibility as a human right and the legal frameworks in place to enforce it emphasize the need for continued progress in this field. Collaboration between governments, industry leaders, and accessibility advocates will be key to driving forward accessibility standards and creating a more inclusive digital future.</p>
<h3>As I wrap up: Taking Responsibility for Web Accessibility</h3>
<p>After reflecting on the impact of inaccessible websites and the importance of web accessibility, it is clear that we all have a responsibility to make the web more accessible for people with disabilities. Whether you are a designer, developer, content creator, or business owner, your actions and choices can contribute to a more inclusive online experience.</p>
<p>By following web accessibility best practices, adhering to guidelines and standards, and utilizing the tools and resources available, we can ensure that websites are accessible to all individuals. Let us work together to break down the barriers and create a digital world that is truly inclusive.</p>
<p><strong>You and I have a responsibility to make the web more accessible for people with disabilities. Let’s commit to incorporating web accessibility into our work and advocating for its importance. Together, we can make the world more accessible for everyone.</strong></p>
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Web Accessibility: Making the internet Accessible for Everyone


<h3>How to and when to, while remaining true to your north-star as an individual and as a team.</h3>
<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/0*XaFUhALvJJIEQkbZ"></figure><blockquote><em>Y‍our eyes go see shege — A famous saying in west africa</em></blockquote>
<p>Image Source: Pexels‍</p>
<p>Building a startup is an exhilarating journey filled with opportunities and challenges. One of the key lessons founders learn is the art of pivoting — the ability to shift direction while remaining true to their northstar.</p>
<p>But how do you know when to pivot and how can you do it effectively as an individual and as a team? In this article, we will dive deep into the art of pivoting when building startups.</p>
<p>I will share personal experiences from building startups and some recent experiences as an Entrepreneur in Training</p>
<h3>Understanding the concept of pivoting in startups</h3>
<p>It is essential for every startup to be open to it atleast once in their lifetime, It is usually birthed out of listening to different and varying opinions and feedback about what exactly the problem you are solving is. I remember during the first months of working on Taasa with my team, we constantly asked ourselves the why question. We drilled down into the field’s heart until we found the sweet spot. That could be classified as a grade 1 pivot in ideas. You haven’t vhanged the sector but are deviating from what your initial assumptions about the market were. Pivoting is a crucial aspect of building a startup. It involves making a strategic shift in your idea, business model, product offering, or target market and this trickles down into your GTM strategy and BMC; This pivoting is done to better align with the customer’s pain points and demands. Pivoting is not a sign of failure; it is a sign of adaptability and responsiveness to changing market conditions.</p>
<p>Successful startups understand the importance of staying agile and being open to change. They constantly evaluate their progress and make adjustments when necessary. By embracing the concept of pivoting, founders can increase their chances of long-term success in a highly competitive market.</p>
<h3>Signs that it’s time to pivot your startup</h3>
<p>Knowing when to pivot is a critical decision that requires careful analysis and consideration. There are several signs that indicate it may be time to pivot your startup:</p>
<ol>
<li>Lack of product-market fit: If your product or service is not gaining traction in the market, it may be a sign that there is a disconnect between what you are offering and what customers want. Pivoting can help you realign your offering to better meet customer needs.</li>
<li>Changing market dynamics: Markets are constantly evolving, and what worked yesterday may not work tomorrow. If you notice a shift in customer preferences or emerging trends that make your current business model less viable, it may be time to pivot.</li>
<li>Feedback from customers: Customer feedback is invaluable in guiding your decision-making process. If you consistently receive feedback that suggests areas for improvement or new features that customers are looking for, it may be an indicator that a pivot is necessary.</li>
</ol>
<h3>The importance of remaining true to your northstar</h3>
<p>While pivoting involves making changes, it is crucial to remain true to your NorthStar — your core values, vision, and mission as a startup. Your NorthStar provides the guiding light that keeps you focused and motivated, even during times of uncertainty.</p>
<p>Remaining true to your NorthStar ensures that your pivot is not a complete departure from your original vision but rather a strategic realignment. It helps you retain your unique selling proposition and the essence of what makes your startup special.</p>
<h3>Identifying your startup’s NorthStar</h3>
<p>To pivot effectively, you must first have a clear understanding of your startup’s NorthStar. Start by defining your core values, vision, and mission. What problem are you trying to solve, and why does it matter?</p>
<p>Identifying your NorthStar involves soul-searching and introspection. It requires you to evaluate your startup’s purpose and the impact you want to make in the world. By having a strong sense of your NorthStar, you can navigate the pivot process with purpose and intention.</p>
<h3>Strategies for pivoting without losing your identity</h3>
<p>Pivoting can be challenging, as it requires making significant changes to your business. However, it is possible to pivot without losing your identity. Here are some strategies to consider:</p>
<ol>
<li>Conduct thorough market research: Before making a pivot, gather data and insights about your target market, competitors, and trends. This research will help you make informed decisions and identify new opportunities.</li>
<li>Listen to customer feedback: Your customers are your best source of information. Engage with them regularly, gather feedback, and incorporate their insights into your pivot strategy. This customer-centric approach will ensure that your pivot meets their needs.</li>
<li>Experiment and iterate: Pivoting is an iterative process. Rather than making drastic changes all at once, consider experimenting with small adjustments and measuring their impact. This allows you to learn and adapt along the way.</li>
</ol>
<h3>Balancing individual and team goals during a pivot</h3>
<p>A successful pivot requires alignment and collaboration within your team. It is essential to balance individual and team goals to ensure everyone is on the same page. Here are some tips for achieving this balance:</p>
<ol>
<li>Foster open communication: Encourage team members to share their ideas, concerns, and suggestions during the pivot process. Create a safe and inclusive environment where everyone’s voice is heard.</li>
<li>Set clear goals and expectations: Clearly define the objectives and milestones of the pivot. Ensure that each team member understands their role and how their individual contributions align with the overall goals.</li>
<li>Provide support and resources: Pivoting can be stressful for everyone involved. Offer support, resources, and training to help your team navigate the transition successfully. This will boost morale and productivity during the pivot.</li>
</ol>
<h3>How to communicate a pivot to stakeholders</h3>
<p>Effectively communicating a pivot is crucial to maintaining trust and credibility with your stakeholders. Whether it’s investors, employees, or customers, transparent communication is key. Here are some tips for communicating a pivot:</p>
<ol>
<li>Be honest and transparent: Clearly explain why the pivot is necessary and how it will benefit the stakeholders. Address any concerns or questions they may have and provide reassurance that the pivot is a strategic move.</li>
<li>Share the vision: Articulate the new vision and direction of the startup post-pivot. Highlight the opportunities and potential for growth that the pivot brings. Paint a compelling picture of the future to inspire stakeholders.</li>
<li>Provide ongoing updates: Keep stakeholders informed throughout the pivot process. Regularly communicate progress, milestones, and any adjustments to the plan. This will foster trust and maintain stakeholder engagement.</li>
</ol>
<h3>Examples of successful startup pivots</h3>
<p>Real-life examples of successful startup pivots can provide valuable insights and inspiration. Here are two well-known examples:</p>
<ol>
<li>Slack: Originally a gaming company, Slack pivoted to become a collaboration and communication platform. By recognizing the need for better team communication tools, Slack successfully transformed its business model and became a leader in the market.</li>
<li>Twitter: Twitter started as a podcasting platform called Odeo. However, when Apple announced iTunes’ podcasting feature, the company faced a significant challenge. Recognizing the need to adapt, they pivoted to become the social media platform we know today.</li>
</ol>
<h3>Resources for learning more about pivoting in startups</h3>
<p>If you want to delve deeper into the art of pivoting in startups, here are some recommended resources:</p>
<ol>
<li>“The Lean Startup” by Eric Ries: This book provides valuable insights into the lean startup methodology, which emphasizes the importance of pivoting and continuous innovation.</li>
<li>Startup podcasts and blogs: Many startup-focused podcasts and blogs feature interviews and case studies of successful pivots. They provide firsthand accounts and practical advice from founders who have experienced pivoting firsthand.</li>
</ol>
<h3>Conclusion: Embracing the art of pivoting</h3>
<p>Pivoting is an essential skill for startups. It requires founders to be adaptable, open-minded, and willing to make strategic changes. By understanding when to pivot, remaining true to your Northstar, and implementing effective strategies, you can navigate the challenges of building a startup and increase your chances of long-term success.</p>
<p>Remember, pivoting is not a sign of failure but rather a sign of resilience and determination. Embrace the art of pivoting, learn from the experiences of successful startups, and continually iterate and improve. With the right mindset and approach, you can pivot your way to success in the ever-changing startup landscape.</p>
<p>— Psalmson</p>
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The Art of Pivoting: How, When and Why.


<h3>Distinctions of Leaders</h3>
<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/0*2OIubXSgX63eW68D"></figure><p>Source: <a href="https://unsplash.com/">Unsplash</a></p>
<p>Leadership is a vast and intricate field of study with multiple facets. It’s about being a trailblazer, paving the way for others to follow. But not all leaders are made equal. For the purpose of this article, I will classify leaders into two distinct grades: grade A and grade B. This is not about a hierarchy in terms of quality or capability, but rather about the different ways these two types of leaders operate and influence their followers.</p>
<p>Grade B leaders, as I’ve specified, equate leadership with a title or a position of influence. They require a role of power to orchestrate their people and showcase their prowess. They take on notable responsibilities from a high pedestal, exhibiting their authority and making major decisions for the team or organization. The power and the office are their tools of influence.</p>
<p>On the contrary, Grade A leaders do not necessarily need a title or an official caption to galvanize people around them. They use empathy, inspiration, and example as their motivating forces instead of relying on a position of authority. These leaders emanate leadership through their personality, values, and actions, stirring people to strive towards a common objective.</p>
<p>Let’s dive deeper to better comprehend these two types of leadership:</p>
<h3>What Grade B Leaders are good at</h3>
<p>Grade B leaders are often visible at the peak of the hierarchy in any organization or delegation. They hold essential positions, make significant decisions, and frequently have a direct impact on the direction and strategy of the team or organization. They often dominate the spotlight, their actions and decisions under constant scrutiny.</p>
<p>The primary characteristic of the Grade B leader is their external locus of influence. They have a tangible feel of authority, given by their title or office, that lends them credibility and asserts their power. This type of leader is defined by the boundaries of their authority, which are often limited to their area of responsibility. They thrive and function best under situations where structures, protocols, and hierarchies are in place.</p>
<p>They are pressure-absorbing leaders. They are accountable for the performance of the group because they are at the helm. They define objectives, assign tasks, and ensure that every team member achieves their duties within a stipulated timeline.</p>
<p>However, their efficiency and competency often hinge on their title. They usually establish their leadership principles within their circle of influence and make decisions concerning people in that circle. The respect they get is often tied to their position.</p>
<h3>The Influence of Grade A Leaders</h3>
<p>Unlike Grade B leaders, Grade A leaders do not rely on ranks or positions to exercise their leadership. They inspire, motivate, and influence others through their interpersonal relations, personal integrity, and decisive actions. These individuals can be found at any level within an organization and may not necessarily hold a formal position of leadership or an office.</p>
<p>Grade A leaders have an internal sphere of influence. They lead by example, exhibiting the traits and values they want to cultivate in their team. They motivate their people through inspiration rather than direction, fostering a sense of unity, shared goals, and mutual respect. These leaders go beyond their designated roles and often influence aspects of the organization outside their formal jurisdiction.</p>
<p>They are often seen as mentors and role models. They draw respect from their abilities, knowledge, and character rather than from their titles. These leaders guide their teams with humility, empathy, honesty, and transparency, laying the foundation for trust, which is the bedrock of loyalty and long-term commitment.</p>
<p>To sum it up, it is the Grade B leaders who provide the structure and the authority for an organization to function. In contrast, it is the Grade A leaders who provide the heart and soul of a group, inspiring team members to give their best and fostering a culture of collaboration and shared success.</p>
<p>Both types of leaders are critical in any organization or gathering, as each provides a unique function and creates a balance that enables the collective unit to thrive. In an ideal world, every leader would embody elements of both Grade A and Grade B leadership since each has its advantages.</p>
<p>In the end, the most effective leadership style depends on the situation, the group members, and the task at hand. Consequently, good leaders are those who can adapt and alternate between the two grades, recognizing when to exert authority and when to lead by example. That’s the real distinction of a great leader.</p>
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Distinctions of leaders


<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*UCAf2OiLqOlObXI9MTiaXg.png"><figcaption>A human mind mapped to a universe; with a keyhole</figcaption></figure><p>A human mind without action or response to the stimuli or impression received is one caged in the void. Consciousness becomes a prison, and awareness especially of the self becomes the prison warden. Days become weeks, then months and finally years.</p>
<p>If the void of consciousness continues without action; carnal instinctual desires are awakened; the commonest being the desire to escape/flee — pursuit for freedom in whatever form one may define it. Drugs, Sex, Anything of a form desire in order to dissuade the human mind from this path of mental clarity.</p>
<p>Death by suicide often pops up once in a while; self-harm and other intrusive thoughts pop up too. If it(death) finds a man/woman without an anchor and stable foundation; it is very easy to wash their mental will away and thus get them to pull through with the act and this becomes the termination of their prison sentence. An end of the sentience and cognitive program encoded in their biological being.<br><br> A man/woman with an anchor and firm foundation is akin to a ship at sea in a tempest or storm raging about them. The waves granted may barter the ship, heave and toss them about and thrash their puny bodies about; toss the ship asunder and give the captain and crew of the ship a rough sail and a reason to petition their gods or cast lots. However their anchors if deep and firm enough will keep them in perfect peace(the crew in this expression is the human mind.)</p>
<p>Anchors for many people vary and are of different substance and proportions of strength and tenacity.</p>
<p>Some have visions or life purposes to hold onto with missions as moral compasses and north stars. Some have individuals or families to defend, protect and provide or; although in circumstances where it becomes virtually impossible for one to fulfill those duties aforementioned. One’s anchor becomes one’s sinking stone. It eventually submerges them beneath the seas and drowns them; extinguishes not only their hopes but lives too.</p>
<p>For an anchor to be valid and resilient enough; what some friends call foolproof’ it has to possess qualities of a buoy, a life support belt and an anchor; the holy trinity(3 in 1) with a purpose to preserve you, keep you sane and afloat the ocean of the void. These functions interchange and replace the other qualities at specific times of need.<br><br> My anchor is the faith of Christ in God. To put it in a layman’s term. Faith. Which faith comes when you are filled with the Holy Ghost. It is the promise of things to come, things not just mortal and corporeal, but things eternal and celestial. When a man has a promise or date they are looking forward to when a particular experience they have glimpsed in their spirits is to unfold, living in the void of time suddenly becomes bearable because every day is countdown closer to that moment of contact. Faith possesses the qualities I have mentioned above. It gets things done, It holds broken things and people together, It helps keep those drowning afloat.</p>
<p>Faith hovers between the aforementioned functions in a quantum phase state, switching from one to another. It is not a burden or a heavy load upon my human spirit to possess faith because it is not my faith but the faith of Christ; in fact it is the opposite; Faith is an advantage; a weight lifter. All I have to do is believe and light i become; A commercial of an energy drink has a catchphrase; <strong>*red bull gives you wings* </strong>well guess what<strong> “Faith is the wind on which you soar without wings”</strong></p>
<p>And the fact that it builds up my spirit and makes me tenacious and stronger is something marvelous because I keep on becoming more assured of whatever it is behold. Honestly when everything in the world screams give up, believing is the only option left, so that’s pretty straightforward and once you understand that the same faith raised Lazarus from the dead; it makes a lot more sense the power you hold. This power like atomic energy needs activation to be let out/released, and once it is released, can be directed at any circumstance to change/effect or turn around/reverse and channeled through a medium of a heart that is at peace. This way faith cannot fail, it has no pedigree of failure, it is entirely hewn into the universe, it is the fabric with which worlds were stitched together and thus can understand how to effect changes or to modify things.</p>
<p>It helps to shed a light on any predicament and dispel any illusion/confusion brought about by the darkness. Soaring and Floating or even walking on top of the oceans becomes a present truth and one that is continuous. I could speak of all the qualities of this anchor for me and still not fully exhaust them.</p>
<p>Once the factor of the anchor is attended to; the next bit to pay attention to is action. Remember; processing all this input/stimuli that comes in and have no adequate response of any sort puts the human mind in a form of self-aware prison, a time-loop; repetitive actions and patterns become discernible, obvious predictable and once they are noticed, recognized and assimilated to, they become thorns in the flesh/mind for many people. This is the part where the questions such as these arise “what is life?” “What’s the use of being alive?” “Why am I even alive?” and a million more, those without anchors jump off the ship here and say goodbye; those with anchors stay adrift the ocean.</p>
<p>The ebbing of time which is such a precious gift, becomes torturous and cruel to those that held on and are anchored. Enter activity/action; this is any mundane routine designed to interrupt the normal programming of one’s day and thus cause an illusion of having no understanding how time works nor how the day goes by. When activity is present, we begin to appreciate whatever form it is presented in; be it pesky, little whining, self entitled wailing children, the violent streets of social media, a one-sided relationship with a low-commitment, high maintenance detached partner, entitled girlfriends with obscene standards without equal or relevant value to match up, daily startup operations like cold email investors, pitch sessions and practices, networking events, customer acquisitions, followups and just plain tweeting about building startups or writing inspirational LinkedIn posts about it; anything that comes in the form of activity should be welcomed. After all these ideas come in, they should then be filtered for relevance and relation to divine purpose or anything you call eternal purpose.</p>
<p>When they’re assessed and weighed against eternity and found worthy and weighty enough then proceed to engage in them and translate the stimuli to actions. This is the window out of the void of consciousness. Never let the human mind come to a state where it is not preoccupied with anything; a state of inertia/rest where your mental energy is transferred from Kinetic to Potential. That’s a state of vulnerability and mortality; not only in the sense of death to the body and mind with it but also in the sense of humanity and it’s limitations.</p>
<p>Being a god is much more easier than being a mortal, it also comes with the perks, infinite abilities and benefits that are attached to godhood. Therein lies the innate key that opens the door that leads you out of the conundrum of space and time. For an eternal being; deep time is experienced differently like a movie show/series with different episodes; it is not such a scary concept as it is to mortals. It is pizza topped with pineapple wedges baked in an outdoor oven.</p>
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The Void of Consciousness; Thoughts harnessed


<h3>Sleepless nights — are they really worth it?</h3>
<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*GSj9dfvVDFHVQOY9kahtDw.png"><figcaption>A sleepless man lying on the bed with a luminous phone.</figcaption></figure><p>If you’re a startup founder or entrepreneur you definitely have spent some nights scratching your head(both figuratively and actually ) trying to find answers, solutions, and fixes to the current problems, challenges, or questions you have on the table.</p>
<p>Maybe you’re looking for a loophole in the supply and logistics chain that needs fixing and could be a big break for you if figured out right. You might be looking for possible ways to add value to an already established market and ecosystem that seems stable but you feel is insufficient or needs an improvement however stable and composed it might look on the outside. This is the founders' food(national breakfast )</p>
<p>So sometimes you might be lucky that after you’ve burnt the midnight oil you’ll get something out of it. Prolly not what you’ve been looking for but something else, an insight or alternative market entry tactic. A loophole you think is obvious or visible to all. Yet you were looking for something ingenious, something that hasn’t been witnessed before.</p>
<p>There are nights I’ve stayed awake too, mostly because I’d be working on our codebase or squashing bugs. On very rare occasions I woke up from sleep/bed because I couldn’t find the right amount of peace to sleep. And upon getting out of bed, I’d grab a pen and notebook, sometimes A4 paper and a pencil, and start scribbling things seemingly incoherent down. To my mind, they made perfect sense and I saw how every puzzle piece fits into each other seamlessly. To the ordinary eye, they’d not be more than the squiggles of a 5–6-year-old. These instructions often were business secrets, value propositions, pricing models, and product designs and features. These I downloaded when I least expected; I want to recount the three most pronounced occasions when I had these eureka/lightbulb moments.</p>
<p>Occasion 1: I was showering and in that helpless moment when I was covered under the torrent of water flowing from the shower spout, it was like my brain had been unsealed and plugged into the mains. I received particular information that I wasn’t privy to before. Certain organizations and how to approach them, who to contact, and how to go about it. That shower saved me about 4–6 months of running back and forth that would have been my experimentation trying to further figure out how to close the gap.</p>
<p>Ocassion 2: This will sound crazy but I have to say it. I was worshipping. There was worship sounds playing while I was praying in the spirit. The particular album I’ll share about it when I feel at liberty to do so. As I prayed in the spirit, I sensed something; an opening of a portal. I knew I had come across or stumbled upon something but I was also prepared to walk into it. When I did (enter) I saw events play before my eyes of something in the near future. I saw what was to be done and our(my team and I ) part in it. After seeing it all play out and its end, I moved out with it as my possession. I know if another man/person had entered therein they would have taken it. But I happened to be available and waiting that night. This wasn’t a deliberate act of wanting to access something. I wasn’t lusting after revelation. I was earnestly giving praise to my God, inquiring in His courts.</p>
<p>Ocassion 3: I was asleep on the sofa/couch after a long day of hard work, I had just finished having my supper and was preparing to rest/sleep and I switched off the computer to head to bed to rest, I got in bed and tried sleeping for 30 minutes all in vain, albeit all the exhaustion and tiredness, ideally I should have just slumped off and slept. Alas, I didn’t. I heard a voice tell me to get up and start writing. I scribbled in my notebook from 12:40 to 5:00 am almost like o was connected to the internet and had access to some archives. It was me and my notebook in the dead of the night with all the silence around me. When it clocked 5:30, my eyes had already pulled me through this and needed their rest which I proceeded to avail them with. The details I received that night helped me to refocus my sight and vision on something more productive for my startup.</p>
<p>Of all these three instances, that I call the most remarkable it was never my intention to burn the midnight oil to get an answer for something or try to figure out something.</p>
<p>And sometimes because of our ignorance, It’ll appear like those things are by mistake and are purely based on Chances/coincidental. This is because these moments are elusive and very slippery. However, they are not patterned or coincidental. There are actual patterns that have been set that can be followed. And by so doing you position yourself where they seek after you and find you. That’s the order, not the other way around. They’re things by reason of responsibility that we seek to understand and internalize better. However, these secrets come from God truthfully and only He can give them. So your positioning is what gives you access to them. Such is how it’s been. The benzene ring structure was revealed to Kekule so. In the same way, Isaac Newton comprehended the laws of physics that we came to newtons laws. The same way Einstein and Nikola Tesla Came across the secrets of the universe. It almost seems by mistake and coincidental that these men landed on these things. Science sometimes credits these discoveries to their IQ, but there’s more to it than that, otherwise, all people with the same or higher IQs would be making similar groundbreaking discoveries but it is not so, why?</p>
<p>The hidden nature of how these answers/solutions or secrets of the universe come to men/entrepreneurs has caused very many men to miss these secrets even when they we’re very close. And it’s only those that have mastered the pattern that have access to both the secrets and how they come.</p>
<p>So is it useless to spend sleepless nights awake when someone else can get the answer you’re awake for in their sleep or in a dream? No. Contrary to that, you’d be building a disciplined spirit and a character of a seeker that the worlds will start responding to you differently, and once in a while you’ll see gold nuggets thrown your side when you least expect it, or you’ll come across a trove of treasure ( stashed up) that will then belong to you.</p>
<p>In all these I’ve realized that the race is not to the swift or the battle to the strong, nor does food come to the wise or wealth to the brilliant or favor to the learned, but time and chance happen to them all. (Time and chance here being Opportunity and a Personal Experience respectively)</p>
<p>This seems unfair but guess; what that’s the world and that’s just how it works. Moreover, of all these men, no one knows when their hour will come: so it’s best you live a patterned life lest you move like a blind man.</p>
<blockquote>“In vain you rise early and stay up late,</blockquote>
<blockquote>toiling for food to eat —</blockquote>
<blockquote>for he grants sleep to those he loves.”</blockquote>
<blockquote>- <strong>the Psalmist</strong>
</blockquote>
<h4>These are my parting shots; be patterned, disciplined, and readily available in all you do. This will save you endless sleepless nights that yield no fruit and exert a toll on your health.<br>Happy building 🚀🔥</h4>
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