News
Is Google Dead? How AI Chatbots Are Quietly Replacing S
12+ hour, 7+ min ago (119+ words) Remember when Googling something was as natural as breathing? And I'm not alone. A recent shift is happening at infrastructure level. Open AI's search traffic is growing faster than any search engine in history. Meanwhile, Google's click-through rates are quietly…...
Manticore Search 27. 1. 5: Authentication, sharded tables, conversational search and faster vector search
17+ hour, 4+ min ago (275+ words) Manticore Search 27. 1. 5 has been released. This release brings built-in authentication and authorization, sharded tables, conversational search, faster HNSW builds, better faceting and aggregations, and a long list of fixes across KNN, replication, protocol compatibility and other areas. This post is…...
Why Your Agent's Search Results Look Right and Are Wrong: The Index Distribution Problem
18+ hour, 58+ min ago (1332+ words) You've built an agent. It has a search tool. You query it with something reasonable " a factual question, a comparison, a technical lookup " and it returns results. The results look right. The sources are real. The snippets are plausible. The…...
Zero-JS Search: Building a Live-Filter with Turbo 8 Page Morphing
4+ day, 1+ hour ago (324+ words) I've lost count of the number of hours I've spent in the past building "Live Search" features. In the old days, you had to write custom AJAX listeners, handle the "white flash" of reloads, and manually manage the browser's history....
Why Your Search Bar Understands You
5+ day, 24+ min ago (1108+ words) Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is. .. Tagged with webdev, programming, productivity, ai....
Stop using AI as a search engine with extra steps.
5+ day, 22+ hour ago (701+ words) I watched a developer spend forty minutes going back and forth with Claude on a database schema problem. Every message was a question. Every reply was an answer. At the end of forty minutes they had a schema that technically…...
My Bookmark Engine Returned Chunks. I Added One Endpoint to Make It Answer.
6+ day, 22+ hour ago (516+ words) Search returns things you have to read. An answer engine reads them for you. That last step bothered me. The model already synthesises when generating reflections. The retrieval already works. The only missing piece was wiring them together at query…...
Vector Search Got You Started. Production AI Needs Tensors.
1+ week, 4+ hour ago (336+ words) Vector search cracked open semantic retrieval for everyone. Embed your data, embed the query, find the nearest neighbors " it works, it scales, and it replaced a lot of brittle keyword matching. But production AI systems have evolved past the point…...
Pure Vector Search Is Not Enough Anymore. Here Is What You Actually Need.
1+ week, 13+ hour ago (1171+ words) Semantic search was a breakthrough. It is also incomplete. The production systems that work in 2026 use something different. The Query That Breaks Every Pure Semantic System A user types: "SKU-48291 return policy." A pure vector search converts that into an…...
Search Autocomplete Systems " Complete Guide
1+ week, 1+ day ago (1593+ words) An autocomplete system predicts and suggests query completions as a user types, character by character. The goal is to reduce typing effort, surface popular or relevant queries, and improve UX through speed. Functional requirements: Given a prefix typed by a…...