The LLM Is the Easy Part: Why Ontology-Driven Agents Are the Only Ones That Survive Production
The model is a commodity. The layer that determines whether your enterprise agent survives production is the ontology underneath.
JiraAI: Turning a Decade of Jira Tickets Into an Answer Engine Your Team Can Actually Trust
The problem every growing engineering organization eventually runs into At some point, every team stops being able to remember everything it has already learned. The knowledge is there sitting in ten thousand Jira tickets, buried in comment threads, resolution summaries, and carefully-written post-mortems of incidents from years ago. All of
From Assistant to Agent: Phase 3 of an Enterprise AI System at Fortune-10 Scale
Dvloper is entering Phase 3 of a strategic AI collaboration with a Fortune 10 infrastructure leader, evolving an enterprise assistant into a more advanced agentic system designed to reason across complex internal knowledge and support real operational workflows in production environments. Enterprise AI rarely fails during training. It fails in
A Month-by-Month Skill Growth Retrospective
My time at the dvloper.io academy was a transformative experience designed to bridge the gap between basic programming knowledge and enterprise-level software development. The primary objective of the program was to familiarize students with real-world applications, full-stack development, and professional workflows, all within a structured Agile methodology emphasizing continuous
Elevating Code Quality with SonarQube at dvloper.io
At dvloper.io, we believe that code quality is not just a nice-to-have. It is the foundation of sustainable software development. As our portfolio grew to include complex platforms like JIRA AI, NationalHR, and Backstage.io, we faced a common challenge: how do we maintain consistent code quality standards across
Retrospective on the ESTEEC Olympics Hackathon
The ESTEEC Olympics Hackathon has officially concluded, and the results were nothing short of impressive. While the energy of a hackathon is often about the "game", this event was rooted in a much larger mission. It served as a promotional platform for the Cyberguard project—a major European initiative where
The AiRo project - winner of the NASA Space Apps Challenge 2025
We’re proud to share that several members of our team won the NASA Space Apps Challenge 2025, the world’s largest global hackathon for innovation using NASA data. Their project, AiRo, stood out for its bold approach to one of the most pressing issues of our time: air quality
Super-Charge Your Ticket System with AI: Transform ServiceNow & JIRA Into an Intelligent Support Brain
In today's fast-paced IT operations and development environment, teams are drowning in tickets, runbooks, and scattered knowledge across JIRA, and countless documentation repositories. What if you could transform your entire incident history, knowledge articles, and runbooks into a single, secure AI brain – in less than a day? Meet the AI
Turning a Frustrating Bitwarden Error into a Better Skyvern Feature
While testing Skyvern with different integrations, our teammate Serena ran into some unexpected authentication issues when connecting it to Bitwarden. She not only solved the problem, but also improved Skyvern so others won’t face the same roadblocks. Here’s what she had to say. The Problem: Vague Authentication Errors
INTRANET Launch: Unifying Tools, Streamlining Workflows
We are proud to announce the release of our new internal application, now live in production. This platform has been designed to bring together essential day-to-day tools into a single, secure, and efficient environment. By centralizing these functions, we aim to reduce time spent switching between systems, improve visibility of
ZTCM - Zero Touch Configuration Management
Highlights ZTCM is a modular platform that automates configuration management for distributed edge and IoT devices. The platform reduces manual configuration tasks, speeds up deployment processes, and provides consistent security policies across device networks. ZTCM helps organizations in retail, manufacturing, logistics, and infrastructure manage their distributed devices more efficiently. What
Breaking the Bottleneck: A Decentralised Grid for On-Demand Research Compute - Team Dvloper.io at ETHDam
“What if your research task was urgent and horizontally scalable?” “What if you’re new and don’t want to invest in hardware yet?” “What if you could help others reach their computational goals—and get rewarded for it?” These three questions sparked our weekend sprint at ETHDam. The result