Mariana Souza describes a three-index Elasticsearch architecture for persistent LLM agent memory that achieves 0.89 recall without tenant leaks. The system separates episodic, semantic, and procedural…
Elastic has launched Agent Builder, a persistent memory layer for AI agents built on Elasticsearch, achieving a recall of 0.89 on a QA evaluation. The system uses three memory types from cognitive sci…
Elastic 9.4 introduces two tools for building custom integrations: Automatic Import, which now supports multiple data streams and increased log sampling, and Integration Skills, an open, LLM-agnostic …
Semantic search using vector databases outperforms keyword search for AI agents that need to retrieve information by meaning rather than exact word matches, but keyword search remains faster, cheaper,…
A Cloudera engineer describes how vector search in Elasticsearch enables semantic search and RAG pipelines by finding documents based on meaning rather than exact keywords. The post explains that vect…
Elastic has been named a Leader in the IDC MarketScape: Worldwide SIEM 2026 Vendor Assessment, recognizing its unified security operations platform, deployment flexibility, and AI capabilities. The re…
PostgreSQL has evolved into a versatile data platform that can replace multiple specialized databases, handling relational storage, full-text search, vector AI workloads, geospatial queries, and event…
A developer reports that AI is transforming production debugging by rapidly reading and correlating heterogeneous signals, with tools like Datadog's Bits AI SRE claiming time-to-resolution wins of up …
A developer abandoned building a custom document Q&A system after struggling with fine-tuning and keyword search, then built a working prototype using Retrieval-Augmented Generation (RAG) with OpenAI …
A developer built `django-graph-search`, a library that enables AI agents to query live Django ORM data without custom ETL pipelines or separate vector stores. The tool traverses relational database g…
A developer revived the archived Spring Data Solr project, which had been inactive since 2020 and moved to the Spring Attic in 2023, using Claude AI assistance. The project, now available on GitHub, r…
A developer built a production-grade Medical Retrieval-Augmented Generation (RAG) system that cures LLM hallucinations by grounding clinical AI responses in peer-reviewed evidence from the PubMed API.…
A lone attacker published 14 malicious npm packages that mimicked popular OpenSearch and Elasticsearch libraries. Microsoft identified and removed the packages, which were designed to trick developers…
The article explains that approximately 80% of Flask applications still use basic `print()` statements or unstructured logging in production, which hinders effective debugging and monitoring despite t…