FIELD NOTES
Field notes: what's left after day five
Every build leaves a trace: an architecture decision, a bug that cost half a day, a fix that survived contact with a real user. We write it down here before it evaporates. No trend reports, no corporate takeaways. Just what we built and what we learned.
SHORT ANSWER
Mocne.ai Field Notes are practical write-ups from real AI-First projects: LLM agents, RAG systems, document parsing, SME process automation and generative engine optimization (GEO). Every note includes code, architecture and verifiable facts.
- We only write about what we shipped to a real client.
- Topics: LLMs, RAG, document parsing, AI agents, AI-First pipeline, GEO.
- Every note includes code, an architecture diagram or an action checklist.
- Two languages: Polish and English. Author: the Mocne.ai team.











