I Added a Verify Layer to My Local RAG to Catch Hallucinations. It Caught Me Being Wrong Twice About My Own Corpus

June 19, 2026 · Dev.to

Vector Databases Are Not Magic, Here's What's Actually Happening Under the Hood
You've seen the tutorials. Spin up Pinecone, call .upsert(), do a similarity search, ship it. Everyone claps. The demo w
Java 8 vs Java 11 vs Java 17: Which to use and why it matters in real-world projects
Java is one of the most widely used languages in the enterprise world. Many backend applications, banking systems, REST
Trial and error as Indigenous businesses take on mine remediation challenge
Indigenous businesses have found themselves at the forefront of the mine rehabilitation industry.
Missing Tudor tapestry sold a century ago returns to historic home after chance discovery
Missing Tudor tapestry sold a century ago returns to historic home after chance discovery
Tata Motors Joins Centre’s Delhi-NCR Vehicle Replacement Scheme, Offers 8 Per Cent Discount On New Trucks And Buses
Tata Motors Joins Centre’s Delhi-NCR Vehicle Replacement Scheme, Offers 8 Per Cent Discount On New Trucks And Buses