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Materials on AI, Python, Git, SQL, Web/API, SAP/ERP, statistics and time series: explanations, examples, practical tips, sources and applicability limits.

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Safe Cross-Platform Path Handling in Python with pathlib

A practical guide to using pathlib for file existence checks, extension manipulation, directory navigation, and path resolution without introducing platform-specific bugs on Windows or Unix systems.

pathlib / cross-platform / python / file-system / os.PathLike / PurePath / glob / resolve

Verifying RAG Citations: Beyond Source Existence to Claim Support

A citation identifier only proves a source was retrieved, not that it supports the claim. This article shows how to decompose answers, locate supporting passages, and separate retrieval checks from groundedness checks using a hypothetical policy example.

RAG / citation verification / groundedness / retrieval evaluation / prompt engineering / LLM evaluation

SAP S/4HANA posting date, document date, and posting period rejection diagnosis

A posting rejection is usually a period-control issue, not a document-date mistake. The journal entry date is the document issue date, while the posting date determines the posting period that the system checks. The posting period variant, not the fiscal year variant, opens and closes periods for the header and for each account type.

SAP S/4HANA / posting date / document date / posting period variant / fiscal year variant / period control / authorization / FI document

Relative Paths in Python: Terminal, IDE and Service Launches

How Python resolves relative paths depends on the process working directory, which varies by launcher. This guide shows how to inspect the working directory, choose and document an explicit path base, and understand why __file__ cannot always be trusted.

Python / pathlib / relative paths / working directory / __file__ / os.getcwd