✓ BlogJakub Jamny
Writing
Thoughts on AI agents, automation systems, and building things that work in production.
01 — Articles3 posts · 2026
0120. 07. 2026
What actually breaks when you put an AI agent in production
A demo agent and an agent that runs unattended every day are two different things. The four ways production breaks them, with a concrete fix for each, and what actually keeps them running.
0220. 07. 2026
Managed Agents vs. cron agents: when to use which
Two agent architectures I’ve actually built, one triggered by a user and one running on a schedule. How to tell which one your problem needs before you build the wrong one.
0319. 07. 2026
How I built an SEO agent that does most of a senior specialist’s job
A production AI agent with 42 tools that audits pages, tracks rankings and ships fixes as GitHub pull requests on a daily, weekly and monthly cron. What it does, how it’s built, and the three things it taught me.