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Implementing a major refactoring of a data-intensive IoT product's cloud architecture
Implementing a major refactoring of a data-intensive IoT product's cloud architecture
Evolving existing architectures means working within constraints of previous choices. We share our approach to tackling architectural changes for a client with data-intensive IoT hardware and cloud infrastructure. Learn how we handled highly dynamic workloads with unpredictable spikes, optimized microservices under strain, and achieved a zero-downtime migration to a more efficient system.
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Connecting AI microservices with a back-end API running on Azure
Connecting AI microservices with a back-end API running on Azure
For one of our enterprise clients, we recently built a system that integrates an AI microservice with their backend API running on Azure, ensuring seamless connectivity between new AI capabilities and the existing software stack. At the core of the architecture, Azure Service Bus acts as a task manager, enabling the AI engine to pick up jobs from the backend API. It processes them in an iterative loop, sending follow-up messages back to the bus until completion. Document intelligence is used for document preprocessing, streamlining inputs before they reach the AI engine. To provide full visibility, we monitor LLM calls with Langfuse, use Azure Blob Storage for data handling, and expose a custom API for debugging and health checks.
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Celebrating the end of intern season with an after-work padel tournament
Celebrating the end of intern season with an after-work padel tournament
Two weeks ago, we celebrated the end of intern season at Panenco with an after-work padel tournament! A big thank you to all for all your hard work and dedication over the past weeks —we're wishing you all the best of luck with your final year of studies! We're also excited to have welcomed Joren Renders, who is joining us for the remainder of the summer months. If you're a student interested in a software engineering or product management internship, don't hesitate to get in touch for a coffee!
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How we transform API specs into MCP servers for agentic communication
How we transform API specs into MCP servers for agentic communication
Over the past months, we've actively started using MCP to streamline the development of agentic workflow patterns for our applications. Amongst others, we are leveraging FastMCP in this process.Building with MCP greatly boosts the modularity and interoperability of agentic tools. It provides a unified message-passing layer, ensuring predictable and efficient communication across all our agents and services.
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Protecting privacy at scale: PII de-identification using GCP DLP API
Protecting privacy at scale: PII de-identification using GCP DLP API
Handling personal data responsibly is increasingly critical. For a client project, we needed to anonymize large volumes of CSV files containing PII before analyzing them with LLMs. We leveraged Google Cloud's Data Loss Prevention API to automate the de-identification process at scale, ensuring strict privacy compliance while maintaining workflow efficiency.
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Streamlining image selection workflows with Vision AI
Streamlining image selection workflows with Vision AI
For one of our clients, we developed a custom image selection workflow powered by Vision AI that automatically analyses and categorizes product images at scale. This solution reduced manual review time by 80% and improved consistency across their platform.
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From database frameworks to query builders: evolving our data access patterns
From database frameworks to query builders: evolving our data access patterns
Over the past year, we've shifted our approach to database access from heavy ORM frameworks to lightweight query builders for several client projects. The result? Better performance, more control, and easier debugging.
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We've successfully renewed our ISO 27001 certification.
We've successfully renewed our ISO 27001 certification.
We've successfully renewed our ISO 27001 certification. This confirms our continued commitment to maintaining strong information security practices across the organization.Thanks to our team for their consistent focus on protecting data and upholding high standards. Our clients can continue to rely on us for secure, compliant operations.
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Refactoring a SaaS product from a custom UI component library to shadcn/ui
Refactoring a SaaS product from a custom UI component library to shadcn/ui
For one of our clients, we recently completed a significant UI refactoring project, migrating from a custom-built component library to shadcn/ui. This transition modernised their design system, improved development speed, and enhanced maintainability.
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Gaining insights into email engagement and conversion rates for SaaS products
Gaining insights into email engagement and conversion rates for SaaS products
Email communication is the unsung hero of SaaS user engagement, but choosing the right provider isn't straightforward. For a client's multilingual SaaS platform, we needed precise transactional emails and notifications with engagement tracking across user segments. We implemented a solution that provided deep insights into email performance and conversion patterns.
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Welcoming 6 interns to the team for the summer months!
Welcoming 6 interns to the team for the summer months!
We're excited to welcome six talented interns to the team for the summer months! They'll be working across software engineering and product management, diving into real projects and gaining hands-on experience building impactful products. Looking forward to a great summer of learning, collaboration, and growth!
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Wrapping up our product management course at KU Leuven
Wrapping up our product management course at KU Leuven
Yesterday, we wrapped up our product management course at KU Leuven, a hands-on program designed for students eager to explore what it takes to build software products. Big thanks to all the students who joined us — your ideas and questions made every session inspiring. We can't wait to see the products you'll build in the future!
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Growing our presence in Antwerp to be close to our clients and attract more talent
Growing our presence in Antwerp to be close to our clients and attract more talent
We're growing our presence in Antwerp, being closer to some of our clients and attracting more talent! Feel free to pay us a visit at any time — at our Leuven HQ or at our hub in Antwerp. Both locations offer plenty of creative space for workshops and brainstorm sessions. Interested in joining our team? We're actively hiring in both cities.
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Building a test clock: a smarter way to test time-sensitive features at scale
Building a test clock: a smarter way to test time-sensitive features at scale
Testing time-sensitive features like scheduled jobs, session expirations, and billing cycles is notoriously difficult. Waiting for real time is inefficient, and hacking system clocks introduces risk. We built a custom test clock solution for a client using GCP Scheduler, PubSub, and Event Arc, enabling fast, reliable testing of time-dependent workflows without the wait.
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Leveraging Text-to-Speech AI to navigate children with learning disorders through this platform
Leveraging Text-to-Speech AI to navigate children with learning disorders through this platform
For one of our clients, we've been developing a learning platform for children aged 6-14. Because reading text-heavy exercises can be a real challenge for children with dyslexia, we integrated Google's Text-to-Speech AI into the entire platform, introducing a "Speech Assistant" button next to every piece of text: instructions, questions, answer options. These kinds of small changes can have a massive impact! By combining the capabilities of AI with thoughtful product design, we create an inclusive learning experience to let children reach their full potential.
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Assisting this startup with their cloud architecture, leveraging infrastructure-as-code (IaC)
Assisting this startup with their cloud architecture, leveraging infrastructure-as-code (IaC)
We recently had the pleasure of supporting ReqCon in enhancing their cloud infrastructure with a tailored Infrastructure-as-Code approach. Our short but impactful engagement focused on improving scalability, maintainability, and deployment efficiency—laying solid foundations for their next stage of growth. Always proud to empower ambitious teams with the right tech foundations.
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Streamlining deployments with Pulumi
Streamlining deployments with Pulumi
For years, we've implemented Infrastructure as Code workflows when building cloud applications. Starting with simple YAML configurations, we matured to using Terraform and Pulumi with great success in deployment speed and reliability. We share why and how we approached IaC, and why we chose Pulumi over Terraform for recent projects.
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Smart robotics: integrating computer vision and speech
Smart robotics: integrating computer vision and speech
Incorporating AI services like computer vision and speech into robotics is transforming how robots perceive and interact with the world. In healthcare, robots can now visually detect changes in patients' conditions and verbally report observations to medical staff, improving response times and patient care through intelligent automation.
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