A developer used Anthropic's Claude to generate a 3D interactive map and 64 documentation sheets for a Pulumi-managed homelab, publishing the result at homelab.robbeverhelst.com. After Claude's first …
Developer Thomas Tartrau built MCP RTK, an open-source Rust proxy that sits between Claude Code and MCP servers to filter tool responses before they reach the model's context. Across more than 38,000 …
A developer built InfraOS AI, an open-source DevOps platform that connects to Kubernetes clusters and layers natural-language AI on top of pods, deployments, events, and Prometheus metrics. The tool a…
A feature request proposes adding Model Context Protocol (MCP) server support to Kagi Assistant, which would let the assistant interact with outside services through a plugin-style system where users …
Cerebras Systems is hiring a Staff GPU Inference SDET in Sunnyvale, CA, a hybrid role to serve as the founding quality, reliability, and validation lead for a new GPU Inference Development team. The p…
A developer built a monitoring setup to track AI token spend and usage across Claude Code, Codex, and Ollama in a homelab, integrating metrics into Prometheus and Grafana. The system handles three dif…
Pi's MCP OAuth adapter repeatedly prompted for the macOS login keychain password because the pi-mcp-adapter.oauth credential record's ACL only trusted old Homebrew Node executables, whose ad-hoc code …
A developer recounts their journey of using Docker multiple times before truly understanding it, from running Ollama with WebUI and n8n automations to experimenting with Hyperledger and an observabili…
Prefix caching can push LLM prefill from compute-bound to memory-bandwidth-bound once enough of the prefill is loading cached KV rather than computing it, according to a preprint by Meng, Lee and Wang…
ImmersiveFusion released Snowglobe, an Apache-2.0 open-source tool that generates synthetic OpenTelemetry data—logs, traces, and metrics—from a single binary simulating up to 28 services, including AI…
Mezmo has open-sourced AURA, a Rust-based agent harness designed to investigate and fix production incidents, which the company says achieves good root-cause accuracy even on open-weights models while…
A developer at the company exe built a tool called exe-finops that combines ClickHouse with AI agents to generate financial reports and investigate billing issues, reducing the need for manual data re…
A forum user reports running an off-grid AI setup with a 3.8 27b Q8 model across five GPUs (1x5060/8GB, 2x3060/12GB, 1x1660s/6GB, 1x1070/8GB) at 550W, powered by a Renogy 2000W inverter, two 220Ah 24V…
Josef Doornink, an engineer, published a guide to standing up a GPU cluster on Azure Kubernetes Service (AKS) for serving vLLM models. The walkthrough covers requesting GPU quota, creating a cluster w…
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 …
Agentic UI, a new interface paradigm for AI agents, must show progress, tool use, direction, and control, according to a developer's guide. The guide lists seven UI styles, including chat, copilot, ca…
A developer who runs an observability hub for AI-assisted coding conducted a read-only penetration test of the stack, revealing that nearly all serious security defects were in recently written contro…
Frigade replaced its nine-month-old multi-region Grafana dashboard with a Claude Code skill that queries a read-only Postgres replica, citing that the dashboard's 24 graphs only answered questions fro…
Bulwark Gateway, a self-hosted fail-closed security proxy for LLM agents, intercepts and validates tool calls between users and LLM backends, blocking threats immediately with 400+ detection patterns …
Vale, an open-source command-line linter for prose, enforces consistent editorial style across documents in 12 formats entirely offline, with no runtime and parallel file linting. Written in Go and MI…