Lessons from building and running production autonomous agent systems.
7 autonomous AI agents manage our entire business for 37 EUR/month in LLM costs. Here is the 4-layer architecture and 5-tier model routing that makes it work.
Generic AI tools fail for industry-specific workflows. Vertical AI agents pre-fitted with domain knowledge outperform horizontal tools by 3-5x.
How 5-tier LLM routing cuts AI costs 90% while keeping 8 agents running 24/7.
How a Luxembourg design & build company runs emailfinancedevmarketingand sales with autonomous agents — for $8/day.
August 22026 is the enforcement deadline for high-risk AI systems. Here's what businesses running AI agents must do to comply.
Most AI agents are stateless — they forget everything between sessions. Here's why persistent memory matters and how 5-tier memory architecture solves it.
Most AI agents repeat the same mistakes forever. Here's how reflection enginesskill gap detectionand self-proposed upgrades create agents that actually get better over time.
From prompt injection to runaway toolsthe real security risks of deploying AI agents and the 10 features we built to defend against them.
A deep dive into 5-tier model routingcost capsand the engineering behind running a production AI agent system for less than a coffee.
An honest comparison of multi-agent frameworks for production systems. CrewAILangGraphAutoGenand the declarative Markdown approach.
The agentic AI market is projected to grow from $7.29B to $139B by 2034. Here are the numbers every business leader needs to know.