KAMIL RYBACKI
Happily married to backends, data pipelines, and the infrastructure that glues the overall ETL madness. Still figuring out where AI actually fits in all of that.
Writings
- AI
- CI
- Hobby
- programming
- Python
- Rust
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Small World of Wordcraft
Handing a WoW monster's brain to a small on-edge model — where it changes the fight, where it changes nothing, and why the engine, not the model, decides.
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The Art of Toolboxing
How a centralized MCP gateway tames agentic tool use across a homelab: proxying MCPs, wrapping REST APIs and CLIs behind one entrypoint, with profiles and a policy engine keeping agents out of the danger zone.
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Braiding SLMs into event-driven architectures
How small a model an event router actually needs. Routing messy events by what they mean, then shrinking the model from a 500M Qwen down to a 26M Cactus Needle.
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Rules set in silica
Article about making a try at leveraging deterministic engines for automating the validation of logic and business rules in AI systems.
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Unpunched cards programming
Article about signs of software design patterns that can be found in the beautiful art of trading card games deckbuilding process.
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Generative Flesh Interfaces
Exploring the cognitive impacts of generative AI on developers and the emergence of 'flesh interfaces'.
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Snake building its tail - a go at reflections in Python
A story of a project that tries to leverage the dynamic nature of runtime data in Python to create dynamic, self-modifying code.
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LeetCode Red - comfortable cracking of algorithmic puzzles in Rust
A quickie about Leetcode, Rust and VSCode
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Containerized Integration
How to easily spin up a mock environment for integration testing