A developer argues that serverless architecture is a natural fit for AI coding agents, because it makes infrastructure explicit and inspectable, giving agents the context they need to write correct co…
Vercel's new template, vercel-labs/cma-chat-sdk, wires Claude Managed Agents into Chat SDK for Slack bots, storing only a session ID in Redis instead of message history. The roughly 300-line TypeScrip…
A developer built a system where a 3D avatar live-streams autonomously, with humans only registering the show. The system automatically creates the broadcast, spins up a cloud GPU pod, renders the ava…
A developer detailed the architecture of a dedicated ASP.NET Core guardrail microservice on Kubernetes that validates LLM requests, enables instant policy updates via Redis, and scales with custom HPA…
ServiceNow is hiring a Senior Staff Software Engineer for its Moveworks agentic systems team in Mountain View, California, to build runtime infrastructure for AI agents that serve millions of enterpri…
SellerVai, a platform providing automated sales assistants for WhatsApp, Facebook Messenger, and Telegram, has addressed the challenge of message loss during flash sales by decoupling webhook ingestio…
A developer built SummarizeVideoToText, a tool that converts YouTube videos into text workspaces with transcripts, AI summaries, and Q&A panels. The project revealed three unexpected challenges: YouTu…
A developer built feedbuilder, a free, no-code tool that lets users create custom Bluesky feeds by entering keywords, with no login or LLM required. The service runs on a single Cloudflare Worker and …
A developer has built a Smart Home Medicine Assistant that combines YOLOv10 computer vision with Retrieval-Augmented Generation (RAG) and OpenAI Function Calling to identify medicine packaging and det…
A developer's Cursor AI coding assistant hallucinated a non-existent Python package, pydantic_v2_compat, and repeatedly introduced circular imports, forcing the developer to implement strict .cursorru…
A new accelerator program, the Conversational Data Intelligence Accelerator, aims to give business users an Enterprise AI Data Assistant that converts natural-language questions into validated SQL and…
An engineer at a retail client discovered that a customer-support agent was burning money by sending the entire raw conversation transcript on every turn, costing $0.27 per turn instead of a few cents…
A developer built UniUI, a Socratic AI tutor for Nigerian university students that verifies every answer using 50+ academic engines. The system, now used by over 190 students, combines LLMs from Groq …
DeepSeek Harness (dsh) is an agent runtime that treats the runtime itself as the product surface, making orchestration primitives, plugin boundaries, and execution state first-class user-facing concep…
N8n has introduced a native Model Context Protocol (MCP) Server that enables AI clients to create, modify, validate, test, and execute workflows from natural-language prompts. The first-party feature,…
A developer built a multi-provider LLM router for their distributed data cleaning system AuraFlow AI, which uses LangGraph agents and BullMQ. The router, called LLMRouter, maintains a configurable fal…
Developer Maneshwar is building git-lrc, a free and source-available Micro AI code reviewer that runs on every commit. In a technical blog post, he provides a guide to designing a rate limiter, coveri…
A developer's guide details nine techniques to improve retrieval quality in Retrieval-Augmented Generation (RAG) systems, including reranking, hybrid search, and context compression. The techniques ad…
Wharf, an open-source self-hosted database management platform previously named alldb, lets users spin up PostgreSQL, MongoDB, MySQL, Redis, and ClickHouse instances in Docker with a connection URL an…
A developer recounts how their team consolidated four databases—Mongo, Redis, Elasticsearch, and a vector database—into a single Postgres instance, citing reduced costs, lower operational overhead, an…