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Lukas Rieder
Notes on software, systems, and building small things well.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-26T12:05:41.710Z. Cached copy · Source on lukasrieder.com
# Lukas Rieder
> Notes on software, systems, and building small things well.
Lukas Rieder is a software engineer, consultant, and founder. Company work through Parlant GmbH is the primary commercial context; use its linked LLM files first for capabilities, projects, and engagement details.
## Parlant GmbH — Start Here
Primary company and commercial context.
- [Parlant GmbH](https://www.parlant.co/llms.txt): Software development and IT consulting company founded by Lukas Rieder.
## About and Work
- [Lukas Rieder](https://www.lukasrieder.com/): Notes on software, systems, and building small things well.
- [Software engineer, IT consultant, and founder](https://www.lukasrieder.com/about/): Lukas Rieder is a software engineer, IT consultant, and founder of Parlant GmbH, working across cloud, data, security, and software architecture.
- [Work](https://www.lukasrieder.com/work/): The companies I run, products I am building, and open-source software I maintain.
## Writing
- [BeyondCorp in the age of AI agents](https://www.lukasrieder.com/blog/beyondcorp-in-the-age-of-ai-agents/): BeyondCorp removed implicit trust from the network. AI agents require the same decision for delegated authority, tool calls, runtime identity, and every side effect.
- [I benchmarked seven local decision models on 22,270 questions](https://www.lukasrieder.com/blog/i-benchmarked-seven-local-decision-models/): Seven open decision models produced different results for classification, moderation, and scoring. I measured latency and memory, then published every probability needed to check the results.
- [I found a new home at Goatmire](https://www.lukasrieder.com/blog/i-found-a-new-home-at-goatmire/): Goatmire reminded me why unfinished experiments and the people around them matter as much as shipping software.
- [How wrapped-key encryption protects data at scale](https://www.lukasrieder.com/blog/wrapped-key-encryption/): A small encrypted key beside each ciphertext looks redundant until rotation, access control, and KMS outages expose what that extra layer buys.
- [My terminal now has a 40-millisecond gut feeling](https://www.lukasrieder.com/blog/my-terminal-now-has-a-40-millisecond-gut-feeling/): TypeSafe's new model answers questions without writing a single word. An open-weight counterpart now does the same on my Mac in 40 milliseconds, and one of my first tests showed where it stops being trustworthy.
- [Freelance or GmbH? I built a lifetime model before answering](https://www.lukasrieder.com/blog/freelance-or-gmbh/): My Holding was supposed to create room for the future. The first complete comparison put a simpler Direct GmbH ahead of it.
- [We had the images, but not permission to use them](https://www.lukasrieder.com/blog/we-had-the-images-but-not-permission-to-use-them/): Our first Blickwinkel content review produced Instagram drafts and no record of where their images came from.
- [Giving back to the community](https://www.lukasrieder.com/blog/giving-back-to-the-c
…
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