The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Automating a process you don’t fully understand yet is a fast way to automate confusion.
Before building workflows, AI automations, or complex business systems, run the process manually first.
Document each step.
Repeat it a few times.
Find the bottlenecks.
Then automate what actually works.
Automation should simplify a proven process not hide a broken one.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Trending
retrofuturism
Share your favorite designs from the past exploring the distant future. Or your own take on the aesthetic 🚀
halftone
Dots. Texture. Grain. Let's see your designs using the halftone technique.
Midjourney
Creatives are showing off what they're making with Midjourney.
colorgrade
Video editors sound off: How do you enhance the mood of your video in color grading?
Related posts
MyCarrier: DevOps & Cloud Transformation for Scalable Logistics SaaS
Preview description:
We helped MyCarrier move toward cloud-ready DevOps: adapted the system for microservices, implemented CI/CD and test automation, moved workloads to Azure, achieved 99.9% availability, decreased update delivery time to minutes.
Full description:
Problem
MyCarrier was growing fast, and the monolithic codebase became harder and more expensive to maintain. It was heavy, resource-consuming, and less suitable for the client’s long-term scaling plans. The team also needed faster delivery processes, but changes in the codebase and cloud migration had to stay unnoticed by users. Their logistics workflows could not be interrupted.
Solution
IT Craft aligned the project infrastructure with a microservices architecture and prepared the system for cloud operation. The team started with a technical audit and developed the migration strategy consisting of 20-28 items. The process was divided into pre-migration, migration, and post-migration phases, thus the product could keep running while infrastructure changed step by step.
The team moved non-critical standalone jobs to the cloud, connected virtual machines to Azure Storage Account, moved logging to MongoDB Atlas, and transferred user data and related processes to the cloud. New app functionality was released as microservices. IT Craft also designed and fine-tuned a CI/CD pipeline, automated infrastructure deployments, and reduced update delivery time through regression test automation.
Results
· Achieved 99.9% system availability.
· Maintained high fault tolerance using three shared clusters.
· Reduced update delivery time from hours to minutes.
· Enabled Sprint focus changes every two weeks based on client priorities.
Tech Stack:
· Azure Cloud
· MongoDB Atlas
· Azure SQL
· Azure App Service
· Azure Functions
· Azure Storage Account
This portfolio sample shows how I evaluate AI agents and automated workflows to find reliability problems, broken logic, and weak edge-case handling. I review whether the system completes the intended task, uses tools correctly, follows instructions, handles ambiguity, and produces an output that can actually be trusted.
The work focuses on identifying failure points before they become real user problems, including incomplete task execution, incorrect assumptions, workflow dead ends, hallucinations, and verification gaps. This is a portfolio demonstration of my AI agent evaluation and red-teaming work. No confidential client information is included.
Thorough breakdown! Robust edge-case handling and reliability checks are definitely the trickiest part of building reliable AI agents 🤖📊
An institutional-grade executive portfolio and digital archive template designed for modern leaders, CTOs, CAOs, and enterprise founders. Crafted under Legit Creations LTD, this template features a dark-mode, grid-based layout that fuses minimalist architectural aesthetics with robust corporate infrastructure styling. It incorporates structured components like an executive dossier, corporate governance ledger, and modular multi-entity structuring to demonstrate high-level enterprise capability.
Why I Built It:
To provide tech founders and executives with a production-ready, highly polished web template that eliminates the friction of building an authoritative digital footprint from scratch. It delivers a clean, low-noise presentation optimized for professional positioning and institutional leadership.
#bubblefreeforall
Fresh update to the project demo! Take a look at the revised preview above.
Note: The previous version can be viewed here for reference: https://on.contra.com/MRnGhp
on.contra.com
What I Built: An institutional-grade executive portfolio and digital archive template designed fo...
What I Built: An institutional-grade executive portfolio and digital archive template designed for modern leaders, CTOs, CAOs, and enterprise founders. Crafted under Legit Creations LTD, this templat…