RAG Without the Hype: Make Retrieval Observable, Testable, and Replaceable

August 31, 2026 · Dev.to

Building Camrade
Camrade is a voice-first photo studio. You talk to it about the photograph in front of you, it reads the frame, edits it
My AI agent found 129 resolving subdomains. The Actor classified 98 as wildcard-likely.
The first version of my report looked excellent: 129 hostnames, 129 DNS resolutions, and a neat table of HTTP status cod
I gave an Apify Actor three GitHub tools. It found 16 dependency advisories without touching the code.
Most dependency-security demos end with an impressive list and an awkward handoff. Someone still has to find the reposit
How i did the Multi VM monitoring
I Had 5 Servers Sending Metrics But Couldn't Tell Which One Was Which What happened I had one server. It sent metrics (C
Sydney records warmest winter on record as Melbourne equals previous hottest temperatures
New South Wales, Victoria and Tasmania just experienced their warmest-ever winters – and BoM says above-average temperat