AI/ML

Shipping Better Docs with AI: Restructuring Module Parameters for Clarity and Consistency

As you may know from past articles, we’re in the process of a major documentation overhaul. I wanted to share a focused task we’ve been working on over the past couple of days. This effort highlights our practical, responsible approach to an AI-First” strategy, where AI is a powerful tool guided by human expertise, not a replacement for it.

Restructuring the Doc with AI Support is a three-stage process, with AI and human deeply embedded in each. (Image: Rainer Gerhards via AI)
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Clarifying “AI First” – What It Really Means for rsyslog

TL;DR:
The rsyslog project is embracing AI First (Human-Controlled) — AI is becoming an integral partner across development, documentation, user education, technical support, deployment guidance, and future observability tools. This does not mean “vibe coding” or letting AI run unsupervised. Instead, AI accelerates routine work, drafts ideas, and provides insights, while Rainer Gerhards — with decades of battle-tested experience in IT, system logging, and software engineering — and the team remain in full control of strategy, design, and quality.
AI is improving rapidly, and we foresee delegating larger tasks (even parts of code design) to AI over time — but always with humans setting direction and standards.

“AI First” reflects our strategy of embedding AI across the project, from code and docs to observability, always under human guidance and quality control.
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Rsyslog Documentation Enters a New Era with AI-First Strategy

TL;DR: We are rolling out a major documentation overhaul for rsyslog, powered by an AI-first strategy. This is the next step after our 2024 announcement on documentation and AI. At that time, AI tools were not yet ready for large-scale improvements, but with recent advances, we’ve accelerated our work. The result: a much more accessible, modern, and maintainable documentation set.

With current state of technology, AI can not auto-generate complete documentations. It needs to form a team with a human instead. (Image: Rainer Gerhards via AI)
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rsyslog Goes AI First — A New Chapter Begins

After 24 months of focused evaluation and careful experimentation, we’re excited to announce a major shift in the evolution of rsyslog: we’re going AI First.

For those who love more details, please the the more in-depth description of AI First.

This marks the beginning of a strategic transformation in how we design, develop, and support rsyslog and its ecosystem. While today’s post is just a short announcement, it lays the groundwork for a series of updates to follow — including deep dives into what we’re doing, why, and how it benefits you.

rsyslog follows an AI First strategy.
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