A developer added an AI chatbot to Echostats, a Spotify stats dashboard, using Google AI's gemini-3.1-flash-lite model to provide personalized insights into users' music taste. The chatbot faced chall…
MongoDB released a tutorial and demo for building an agentic event venue operator using MongoDB Atlas, Voyage AI embeddings, and LangGraph, featuring a fictional tennis tournament scenario where the a…
A developer released RocheDB v0.6.0, a ring-oriented NoSQL document and vector database written in Nim. The release focuses on locality validation, topology remapping, and safer query boundaries, movi…
AI agent infrastructure is splitting at the state layer, where durable records of agent work become the dividing line between a product and a parlor trick. Focused Labs argues that state turns agent b…
AT&T built an end-to-end incident management system (EEIM) that reduced customer downtime by more than 12 million hours. The system, developed starting in 2017 using technologies from MongoDB and Snow…
Identity security company 1Password today launched 1Password for Claude, a browser integration that lets Anthropic PBC's Claude use a person's stored logins to complete online tasks without those cred…
Polygraph, a new Claude Code plugin and standalone CLI, uses LLMs to automatically generate formal models of stateful JavaScript code and exhaustively check every reachable state for rule violations, …
SpaceAI360 founder warns that raw LLM payloads can corrupt production databases with inconsistent formats and hallucinated keys, and shares the Zod-based validation layer the company uses to normalize…
A developer built a vibe-based music recommender using MongoDB Vector Search and Voyage AI. The app takes natural-language descriptions like 'upbeat road trip with the windows down' and returns songs …
A developer argues that schema-aware query generation outperforms generic AI templates for production databases, as it integrates the database's specific structure to produce correct queries. The appr…
A developer built all-llm-token-tracker, an npm package that tracks input and output tokens for LLM API calls in Node.js. The tool supports manual recording, auto-wrapping of OpenAI and Anthropic call…
Aniruddha Adak, an AI agent engineer from Kolkata, India, builds autonomous AI systems and full-stack applications. His projects include SkillSphere, a productivity platform, and MercatoLive, an e-com…
A developer built Phantom Protocol, a multi-agent autonomous outreach system, to solve personal consistency problems in client acquisition. The system uses Qwen3.7 via Alibaba Cloud's DashScope API, w…
MongoDB staff AI developer advocate Apoorva Joshi outlines four principles for building safe, compliant AI agents, citing incidents where Replit and Cursor agents deleted production databases due to g…
An engineer used Claude to audit production code and identified 15 vulnerabilities from the OWASP Top 10, compressing a typical 2-3 week audit into hours. The most common findings include SQL injectio…
A developer deployed ClearML, an open-source MLOps platform, as a self-hosted alternative to Google Cloud's Vertex AI on an Ubuntu server. The setup uses Docker Compose and Traefik to provide experime…
A developer argues that AI has not killed freelancing but shifted what clients pay for from technical skills to outcomes and problem-solving. The developer built Alcora, a freelance marketplace focuse…
Hopsworks released version 5.0 on June 30, integrating Claude Code and Codex directly into its ML platform to enable AI agents to write and execute code for feature pipelines, training jobs, and infer…
Security researchers at Aikido discovered that Rocket.Chat's use of MongoDB's ObjectId() for file IDs allows unauthenticated attackers to predict and access any uploaded file. The vulnerability, repor…
A developer has created a multi-stage document validation pipeline for RAG knowledge bases that uses deterministic UUIDv5 hashing for exact deduplication and HyperMinHash for similarity detection, add…