Machine Learning articles

Project Weaver: The Journey So Far and What’s Next

Anke Corbin

6 min read7 months agoDecember 23, 2025

We’ve been building in public — documenting our thinking, sharing what we’ve learned, and inviting the community into a conversation about the future of AI-augmented software development.

Spec-Driven Development: How AI Is Changing the Way We Think About Software Design

Anke Corbin

8 min read8 months agoDecember 16, 2025

Project Weaver is answering the question: What does it take for an AI system to operate as a genuine engineering partner- not a code autocomplete, but a collaborator that can meaningfully participate in the creation of real backend applications?

Project Weaver: Building an AI Engineer in Three Phases

Anke Corbin

10 min read8 months agoDecember 11, 2025

When we started Project Weaver at profiq, we set ourselves a goal that would have sounded unrealistic just a few years ago: Build an AI-powered “engineer” that can help us design and implement serious, production-ready backend applications.

Why We Chose NestJS for Project Weaver: Building an Opinionated AI Engineer for Serious Backends

Anke Corbin

6 min read8 months agoDecember 2, 2025

When we started Project Weaver, we weren’t trying to build another AI coding assistant.

Building in Public: Why We're Sharing the Evolution of Project Weaver

Anke Corbin

5 min read8 months agoNovember 26, 2025

At profiq, we've always believed that the best engineering work grows from curiosity, collaboration, and honest reflection. That is why we've decided to build in public.

Where Expertise Meets Innovation: The Leader Behind Project Weaver

Anke Corbin

5 min read9 months agoNovember 20, 2025

When we decided to build our own AI-powered development stack, one question came up immediately: Who should lead it?We needed someone who not only understood the technology, but also felt its impact, someone who had experienced, firsthand, how AI is reshaping what it means to build software.For us, that person was Viktor Nawrath. Seeing the Future, One Prompt at a Time

Why We’re Building Our Own AI-Powered Development Stack (and Why Now)

Anke Corbin

5 min read9 months agoNovember 16, 2025

Over the past year, AI-powered development has shifted from curiosity to inevitability.

profiq Video Blog: How to Train and Use Your Own Voice AI Model with Applio

Anke Corbin

5 min read2 years agoNovember 19, 2024

The rise of synthetic voice technology has opened up new possibilities for a variety of voice-based applications. Whether it's creating personalized voice assistants, enhancing accessibility tools, or developing unique AI-driven experiences, the potential is vast. How easy is it to create a custom voice AI model that runs locally on your computer?

profiq Video: How to Download and Run a Local LLM with LM Studio by Miloš Švaňa

Anke Corbin

4 min read2 years agoNovember 5, 2024

In recent years, large language models (LLMs) have revolutionized the way we interact with technology.

profiq Video – MLflow: serving LLMs and prompt engineering by Miloš Švaňa

Anke Corbin

3 min read2 years agoAugust 29, 2024

Learn more about the capabilities of MLflow when evaluating LLMs, watch the video by profiq’s Miloš Švaňa.