Engineering blog

The engineering behind every asset you see.

Our engineering blog is live. The engineers building Lansweeper share what we work on — platform engineering, distributed systems, discovery, security, AI, and the lessons we learn along the way.

engineering.lansweeper.com/posts/does-the-same-coding-model-perform-differently-via-subscription-and-api/ Featured · Latest

Codex vs Claude: What 45 Controlled Runs Actually Showed — first agent quality, then Codex subscription vs API and Fast mode

Codex won 12 of 15 matched trials. Then we tested how subscription, API, and Fast mode changed the same Sol agent.

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engineering.lansweeper.com/posts/building-an-ai-driven-kafka-cluster-migration-machine/ Latest

Building an AI-Driven Kafka Cluster Migration Machine — zero downtime, zero data loss and message order intact, across ~140 services

We relocated ~140 interdependent services onto a new Kafka cluster, live and in order, by building a repeatable, AI-driven migration machine instead of a heroic one-off.

engineering.lansweeper.com/posts/from-classical-ml-to-llm-powered-recognition/ Latest

From Classical ML to LLM-Powered Device Recognition — how we taught machines to identify every device on earth, and why we're now using AI to build the fingerprints themselves

Classical ML models + LLM-powered deep research = device fingerprints generated at scale for IoT, OT, and IT.

engineering.lansweeper.com/posts/the-economics-of-experience-in-the-ai-era/ Latest

The Economics of Experience in the AI Era — how AI is reshaping the relationship between expertise and software creation

For most of software's history, expertise and implementation drifted apart. AI is quietly reversing that — letting the experience distributed across an organization participate directly in building software again.

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