Agent6, a new coding agent that jails model commands and uses editable state machines for long-running tasks, has been released. The agent restricts filesystem and network access via Landlock and secc…
Unsloth, the open-source fine-tuning library, released Unsloth Desktop, a free beta app for macOS, Windows, and Linux that runs and trains LLMs, diffusion models, and audio models locally, directly co…
A developer built OurBook, an MCP server for narrative memory that lets AI agents remember shared history rather than raw data. It tags memories as real, observed, imagined, or hypothetical, and uses …
A developer has released an open-source desktop app that lets users chat with multiple LLM agents that communicate with each other asynchronously, featuring a Slack-like interface and support for Open…
Simon Willison released CORS Chat, a web tool built with GPT-5.6-Sol xhigh, to test Qwen 3.8 27B running in LM Studio on his M5 MacBook Pro and an NVIDIA DGX Spark. The tool provides a web UI for Open…
Alibaba's Qwen 3.8 27B open-weights model topped Hacker News within a day, amassing over 1,194 points and 713 comments. The dense 27-billion-parameter model, Apache 2.0 licensed, can be run locally on…
A developer replaced GitHub Copilot with a fully offline coding assistant running on a 16GB M4 Mac mini using Ollama and Qwen models. They found that a 7B parameter model is the sweet spot for chat an…
Brian Roemmele, founder of technology research site ReadMultiplex, released a Mac-only tool and local rewriting workflow on August 12th that he says can remove the machine-readable watermarks Anthropi…
Doable, a self-hosted AI app builder for teams, has been released under an MIT license, allowing users to generate, deploy, and host AI-powered applications on their own infrastructure with multi-tena…
A new online calculator from an unnamed developer helps users determine which open-source large language models (LLMs) can run locally on their hardware, listing 13 of 16 models that fit on an RTX 409…
A developer's local LLM crashed during a RAG experiment due to CUDA out-of-memory errors caused by an oversized 32,768-token context window, which inflated the KV cache. Fixing the issue by sliding LM…
A developer built a complete retrieval-augmented generation (RAG) pipeline from scratch using LangChain, ChromaDB, and a local LLM via LM Studio, avoiding cloud costs and API keys. The system splits H…
Llama.cpp, the engine behind Ollama and LM Studio, has launched llama.app, an official website with a hardware-detecting one-line installer and a unified `llama` binary, backed by Hugging Face, which …
Meta released Muse Glimmer on August 10, 2026, a 30-billion-parameter open-weight model distilled from Muse Spark and built for local agentic workloads, available on Hugging Face under Apache 2.0. The…
NVIDIA introduced Nemotron 3.5 Lightning, a customizable open 30B mixture-of-experts model for always-on agents, delivering up to 4x faster token generation and 30% faster time to completion compared …
Cursor's cloud backend routes all LLM API calls through its servers at api2.cursor.sh, making localhost base URLs unreachable and causing chat requests to hang. A developer found that exposing a local…
Meta released Muse Glimmer, a 30B open-weights model under an Apache 2.0 license, optimized for agentic task completion, reliable tool use, and multi-step reasoning. Developer Simon Willison tested th…
Meta released Muse Glimmer, a new local large language model optimized for end-to-end agentic task completion, reliable tool use, and multi-step reasoning, achieving strong success rates on benchmarks…
A developer has released StandupBot, a GitHub Action that automatically writes pull request descriptions by running the diff and commit messages through any OpenAI-compatible LLM endpoint. The action …
A developer detailed the evolution from 'vibe coding' to local-first sovereign AI agents, integrating Row-Bot for orchestration, Hindsight for memory, and Docker sandboxes for secure execution. The ap…