Integration articles

The Age of Bespoke Applications: The Weaver Engineering Series

Anke Corbin

6 min read5 months agoMarch 18, 2026

Learn how Project Weaver helps profiq build custom software, internal tools, and scalable backend systems faster through AI-assisted development.

Vision language models for image classification without training

Timotej Ponek

10 min read5 months agoMarch 12, 2026

Learn how to label icons locally with vision-language models (VLMs), test prompts, evaluate results, and create distinct searchable icon names without custom training.

Project Weaver: Automations That Don’t Turn Into Chaos

Anke Corbin

10 min read5 months agoFebruary 24, 2026

There are two ways we’ve explored automating Weaver so far. The first is the obvious one: use GitHub Actions and the second Temporal for Time Travel.

Feedback Loops: What Makes AI Coding Agents Actually Useful

Anke Corbin

8 min read6 months agoFebruary 11, 2026

In the last couple of posts, we talked about planning and documentation as foundations of reliable AI-assisted development.

From ChatGPT to Smart Agents: The Next Frontier in App Integration

Miloš Švaňa

10 min read3 years agoJanuary 16, 2024

It has been over a year since OpenAI introduced ChatGPT and brought the power of AI and large language models (LLMs) to the average consumer. But we could argue that introducing APIs for seamlessly integrating large language models into apps developed by companies and independent hackers all over the world can be the true game changer in the long term. Developers are having heated discussions about how we can utilize this technology to develop truly useful apps that provide real value instead of just copying what OpenAI does. We want to contribute to this discussion by showing you how we think about developing autonomous agents at profiq. But first a bit of background.

• agent
• ai
• chatgpt
• large language models
• llm
• openai
• plugin

What do Startup Tech Leaders need to Know about APIs? Listen now to this MovingFast Tech podcast featuring Jason Harmon, CTO from Stoplight.io

Anke Corbin

3 min read3 years agoFebruary 15, 2023

An API, or Application Programming Interface, is a set of rules and protocols for building software and applications.

• api
• development
• integration
• podcast

Designing REST APIs with Stoplight

Miloš Švaňa

8 min read4 years agoDecember 15, 2022

A well-designed API is both an important business driver and a must if you want to split your software product into smaller modules.

• api
• integration
• stoplight

Decoupling Policies From Your Software With Open Policy Agent, Part 2

Miloš Švaňa

15 min read6 years agoJanuary 21, 2021

In a previous article , we introduced Open Policy Agent (OPA), a simple open source tool that lets you decouple your organizational policies, including service authorization rules, from other parts of your software stack.

• authentication
• authorization
• cloud
• iam
• identity
• microservices
• opa
• openpolicyagent
• policy

Decoupling Policies From Your Software With Open Policy Agent, Part 1

Miloš Švaňa

13 min read6 years agoNovember 23, 2020

Organizations operate in an ever-changing environment.

• authentication
• authorization
• cloud
• iam
• identity
• microservices
• opa
• openpolicyagent
• policy

Automating Folding@Home Setup: Expediting Distributed Computing Research

Petr Bednar

5 min read6 years agoMay 12, 2020

For nearly two decades, volunteer distributed computing projects have helped advance scientific research and understanding of infections and hereditary diseases.

• automated scripts
• distributed computing
• foldinghome
• headless server
• ostrava
• profiq
• research
• script