Writing documentation for AI: best practices | kapa.ai docs

Retrieval-Augmented Generation (RAG) systems like Kapa rely on your

🌍 DevOps isn't just YAML and Jenkins pipelines.
It's invisible labor, platform stability, late-night rollbacks, and fighting outages so users never notice.

I wrote about the real work DevOps engineers do — the kind no one talks about.

👉 https://medium.com/@ismailkovvuru/what-devops-engineers-really-do-the-work-no-one-talks-about-22cc60005362

#DevOps #SRE #CloudEngineering #Observability #PlatformEngineering #InfrastructureAsCode #TechWriting #DevOpsLife #aws

What DevOps Engineers Really Do: The Work No One Talks About

Inside the real job of a DevOps engineer — from on-call nightmares to cross-team firefighting, and the wins nobody sees. Think DevOps is just about YAML and cloud servers? This real-world deep dive…

Medium

Broke prod once, never again 😉

Just dropped my new article — git survival notes for the real ones

https://www.devops.pink/git-branches-how-to-not-break-prod-and-stay-alive/

#git #DevOps #SoftwareEngineering #TechWriting

Git Branches - How to Not Break Prod and Stay Alive

Learn Git branches the modern way. A clear 2025 guide to branching, merging, rebasing, and collaborating—without breaking production.

DevOps.Pink Cloud & DevOps by Docker Captain
The #techcomms and #accessibility communities lost a strong, kind, intelligent, wonderful, beautiful, and generous person to cancer on Monday 9 June, her birthday. Rest in peace, Char James-Tanny. You will be missed so much by so many.
#techcomm #TechWriting #CharJamesTanny
Why I Wrote the BEAM Book

The story behind writing The BEAM Book-ten years, three publishers, and an open‑source sprint.

Recurring #TechWriting issue that I still haven't found a good solution for:

Is anyone aware of a decently reliable automation for reformatting #Markdown text that previously used line length limits of 80 characters and forced line wraps, to one sentence per line?

Must preserve all Markdown formatting including tables and fenced code blocks.

(If you think this is trivial and can be solved with a sprinkling of regex — nope.)

Boosts appreciated!

This is what I think about AI's impact on writing as well. My belief is that we have to weather the storm of overly eager decisions by non-experts to replace people with AI ... and to quote a friend, "pick up the pieces later".

With writing, sure, it's really easy to vomit out a brochure copy, but you still need a writer to give it a human voice and to check for hallucinations. For high-level, complex tech writing that I do good luck trying to generate that.

Clients will sniff fakery a mile away and avoid your company like the plague.

We need to apply AI to our workflows in a more realistic way, not in a sci-fi way.

https://youtu.be/fJGNqnq-aCA?si=cE0uPBw-_mT4XYvt

#AI #Tech #Writing #techwriting

AI Has Us Between a Rock and a Hard Place

YouTube

New Story Just Dropped on Medium!

“From Idea to Deployment: How SDLC Powers DevOps Success” 🛠️
Ever wondered how a solid Software Development Life Cycle (SDLC) forms the backbone of modern DevOps?
This story breaks it down in a simple, practical way — no fluff, just real insights.

👉 Read now: https://medium.com/@jyostnavya.jakkapu/from-idea-to-deployment-how-sdlc-powers-devops-success-b6991eb4c94c

Let’s build better software, faster.
🔁 Boost if you find it helpful!

#DevOps #SDLC #CloudComputing #TechWriting #CICD

“From Idea to Deployment: How SDLC Powers DevOps Success”

Imagine you’re building your own AI chatbot — a friendly assistant that answers questions 24/7. How do you go from a cool idea in your head… to something people can actually use? In this vlog, I’ll…

Medium
MathML with Pandoc

🧬 Ghostwritten Infrastructure: From Org Mode to Hardened YAML

Ever written an Ansible role in silence?Not just code – structured ritual.Where logic meets discipline.Where every variable is defined, documented, and deployed – within the same file. …

Tom's IT Cafe