QA articles

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.

“Documentation – the Next Priority in AI-Assisted Development”

Anke Corbin

8 min read6 months agoJanuary 27, 2026

A priority is 'Documentation', as a practical way to make coding agents more accurate, more consistent, and far less likely to drift into outdated assumptions. This post explains why documentation matters so much for AI coding workflows, what tends to go wrong with “just search the web” approaches, and why Weaver treats documentation as a first-class citizen inside the repository.

From “Just Let It Code” to “Build a Plan”: The Weaver Workflow

Anke Corbin

10 min read7 months agoJanuary 15, 2026

Why a key AI development capability is workflow planning: the ability for an agent to take a problem, ask the right questions, propose implementation steps, and only then move into execution.

How Developers at profiq Use AI

Miloš Švaňa

8 min read1 year agoMarch 18, 2025

The advent of large language models disrupted many fields.

The Art and Science of Testing LLM-Powered Applications: Best Practices and Tools

Miloš Švaňa

12 min read2 years agoJanuary 30, 2025

Testing is crucial for producing reliable software.

profiq Video: Using LangSmith in a non-LangChain codebase by Viktor Nawrath

Anke Corbin

3 min read2 years agoSeptember 26, 2024

In this video, profiq’s Viktor Nawrath takes you behind the scenes of using LangSmith, a tool built for developers working with LLMs who need insight into how their AI models behave in production environments.