A developer tested the Qwen3.8-Flash-Next model on an NVIDIA DGX Spark (GB10, 128 GB unified memory) using llama.cpp with quantized KV cache, achieving 128K context and 414 tok/s prefill. They identif…
A new open-source macOS command-line tool, codex-stall-watch, wakes users with a loud alarm when an OpenAI Codex agent stalls on an external blocker, using GPT-5.6 Terra to classify whether the task l…
A developer built textlog, a web app that runs React on the server but sends only plain HTML and CSS to the browser, with no JavaScript. The constraint of no client-side JavaScript influenced design d…
AgentBridge, a new open-source tool, synchronizes custom skills, MCP servers, and project rules across Google Antigravity, Claude Code, and OpenAI Codex using a shared hub at ~/.agentbridge/skills wit…
A new open-source tool, extract_masterlist.py, parses ICAO/BSI CSCA Master Lists and exports country signing CA certificates as PEM bundles or TSV manifests, handling 581 entries across 112 countries …
A developer has shared a starter prompt and job ideas for building a personal-ops system: a local platform that runs scheduled jobs, stores their output, and notifies the user when something needs att…
Actualis, a new open-source tool from Digital Foundry, reads coding-agent session logs on a user's machine to report shell commands, credential exposure, refused tool calls, and per-project costs acro…
A developer's measurement of the x402 economy, a protocol revived by Coinbase from an unused 1997 HTTP status code, found total 30-day gross merchandise value of just $11,748 across 14,128 registered …
Physlint, an open-source tool for deterministic integrity checks of physical-AI datasets, released version 0.1.0a1 with a LeRobot Dataset v3.x adapter, offering 17 default rules that detect defects li…
PlaceRoot, an independent project by vibemapper, released an MCP server that grounds AI agents in open map data from Overture Maps, offering 42 tools for spatial questions such as nearby places, geoco…
SiloBrief 1.2.1, a local CLI tool from developer d3vksy, enables selective export of Python project context as Markdown briefs for use with external AI assistants on air-gapped networks, with no netwo…
A developer shared a Python script for building a machine learning pipeline for real estate price prediction. The script includes exploratory data analysis, outlier filtering, feature engineering with…
Grith, a new open-source syscall-level security supervisor for AI coding agents on Linux, intercepts every syscall an agent makes and scores it before execution, denying risky operations such as a Cla…
AgentConnect, an open-source platform for teams and multiple AI agents to collaborate across Slack, Telegram, Discord, Lark, GitHub, and GitLab, has been launched. It supports ACP-compatible agents su…
Lanes, an open-source, self-hostable MCP endpoint, lets users connect AI agents like Claude and ChatGPT to their mail, calendar, files, and notes through a single secure endpoint, with permissions def…
EBM Lens, an open-source evidence discovery tool for biomedical questions, searches 12 public databases, expands results via citation graphs, and ranks findings by relevance and study design, with eve…
A condensed eight-week AI engineering curriculum has been published, cutting an original 13-week programme down to the sessions deemed most valuable. Each week pairs roughly 60-90 minutes of reading a…
Kuma Voice, a self-hosted open-source voice assistant for Apple Watch, lets users run a watch-only assistant without an iPhone, streaming audio to a FastAPI backend that holds provider credentials and…
ModelMRI, an open-source tool by Muhammad Mahad Azher, lets developers inspect local LLMs, VLMs, and robot policies in real time, offering features like attention visualization, activation patching, a…
A custom llama.cpp backend (ggml-axcl) now runs Qwen3-0.6B directly from GGUF files on an Axera AX8850 NPU accelerator card (M5Stack LLM-8850) hosted on a Raspberry Pi 5, achieving 1.3-2.7 tokens per …