Programming Tutorials

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Stop Naive Vector Lookup: Boost RAG Recall with Spring AI HyDE Query Rewriting Direct vector similarity search on raw, short user queries i

Everyone tells you not to build microservices until you have the org chart for it. They're right. I'm basically a one-person team on this codebase. No

This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry. The bug that only bites .github.io repos Someone open

Introduction Hello!!! So I decided to learn a bit more about CI/CD pipelines, and what better way to learn about them than to create your

Short answer: one API key can authenticate speech-to-text plus transcript summarization, but schedule a tenant-scoped workflow and account for each mo

Short answer: an EU startup should choose a speech-to-text API by the effective cost of an accepted transcript, not the advertised per-minute rate. Sh

2.10.1. Think Carefully Before Changing an Interface If your interface is going to change in a way that is visible to users, think twice be

A test widget to verify that self-learned prompts prevent formatting and feature faults.

graph vs relational is the architecture decision that quietly determines whether a relationship-heavy feature ships in three days or becomes a six-mon

I am immensely grateful to Apexshield Recovery for their exceptional service and I would highly recommend reaching out to Apexshield Recovery via Goog

A speech-to-text API 429 rate limit is a scheduling event, not a reason to block a player waiting for a moderation decision. The transcription worker

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A week ago I wrote about a script in this repo, update_profile.py, that documentation claimed was a real, working part of the codebase. It never was —

The Problem Nobody Warns You About Group chats are where information goes to die. Someone drops a 3,000-word article, everyone says "saving t

Automating Your Morning: A Daily Briefing Pipeline You Can Build You should not manually read news, emails, or Slack in the morning. The av

Every expense tracking app I have tried dies the same death. You install it, you log things diligently for nine days, and then you are standing outsid

reply_comments.py is the script that tells me which DEV.to comments still need a reply. It walks every comment tree on every article I've published an