Alex Novkov
14 posts
RAG vs. Direct Context: I Tested Both on Real Documents, Here’s What Broke
A hands-on test of BGE-M3 + Qwen3 (RAG vs. direct-context answering) on a real research paper and a…
Claude Opus 4.6 und GPT-5.3 Codex: Was deutsche Unternehmen jetzt wissen müssen
Zwei KI-Giganten liefern sich ein Kopf-an-Kopf-Rennen um die Zukunft der Software-Entwicklung — und der deutsche Mittelstand steht vor…
SC #6: Petición web con async/await
Considerar el siguiente código para hacer una petición web con async/await: func performPOSTURLRequest() async throws(NetworkingError) -> PostData {…
AI Trading: Lesson Learned #105: Post-Trade RAG Sync Was Missing
Lesson Learned #105: Post-Trade RAG Sync Was Missing Date: January 7, 2026 Severity: HIGH Category: data-integrity, observability, mandate-violation…
The Best Alternatives to CPA Global Innography for Smarter Patent Research
Patent validity research can feel like walking through a minefield. One wrong step and you’ve wasted hours chasing…
Why Managed Side Effects Are a Deliberate Design Decision in Elm
Elm is renowned for its commitment to reliability and predictability in web applications. One of the key design…
The 9-Step Process of AI Software Development
AI software development can be complex, but breaking it down into a clear, structured process makes it manageable.…
Contributing to ByteChef
Before we start… If you have just stumbled upon my OSD600 series of blog posts, it has been…
How to build a companion product and win user trust
Discover key lessons from Mailtrap’s journey of turning product mistakes into growth opportunities and building a resilient email…
The Losing Test That Led to 4% More Leads (We Took the L so You Don’t Have To)
Today, I’ve got a special treat for you, something most companies won’t share: a peek at one of…