Welcome to k34a Insights

We work on hard software problems: legacy platforms, unreliable services, manual workflows, and AI that needs to survive production — not just a demo.

This blog is where we share how we think about those problems: tradeoffs, patterns that held up in production, and lessons from modernization and automation work.

What we publish

• Modernization — evolving systems without betting the business on a big bang rewrite.
• Reliability — observability, incident response, and changes that reduce downtime instead of masking it.
• Automation — replacing repetitive work with software people can operate.
• AI engineering — practical integration with review, testing, and guardrails.

How articles are organized

Each post lives in src/content/blog/ as an MDX file with a postMeta export for title, summary, tags, preview image, and more. The site statically generates listing and article pages at build time — well suited for Cloudflare Pages.

If you are exploring a similar problem, get in touch. We are always interested in thoughtful engineering conversations.