Gavio, an open-source interceptor pipeline for production LLM applications, has been released. The tool sits between applications and LLM providers, offering PII protection, audit trails, reliability,…
Billy, a self-hosted AI assistant that lives in Telegram, has been released. It runs locally via Ollama or in the cloud, uses Anthropic Claude as its brain, and can manage email, CRM, documents, and r…
Jamesob's guide provides developers with actionable strategies to deploy state-of-the-art large language models locally on consumer-grade hardware. The framework covers model quantization, pruning, ef…
CrewAI, AutoGen (now Microsoft Agent Framework), and LangGraph are Python frameworks for building multi-agent systems, while a multi-agent harness like Munder Difflin is a finished app that runs agent…
Ekorbia released versions 0.4 and 0.5, adding guided setup, an in-app model manager, Spaces for bundling context, and fully offline UI in v0.4, followed by on-device voice dictation via whisper.cpp in…
A security researcher warns that coding models should be treated as executable code, as they can generate malicious tool calls that exfiltrate environment variables or introduce subtle vulnerabilities…
Hugging Bay has indexed external metadata for ggufbench/Qwen3.6-27B-4bpw-16GB-VRAM, a 12.6 GB quantized AI model under Apache-2.0 license, but the model is not yet hosted or trusted for download pendi…
OmniRoute, an open-source AI gateway, has released version 3.8.42, enabling developers to connect to over 236 AI providers through a single API endpoint. The tool offers automatic failover, token comp…
FastContext, a local 4B-RL explorer running via Ollama, was tested as an MCP tool for Claude Code on four hard git queries against the git codebase. The tool returned thin or drifting results on a rec…
Llama.cpp users can significantly improve inference speed and output quality by tuning sampling parameters such as temperature, TopP, MinP, TopK, repeat penalty, DRY, XTC, Dynatemp, Adaptive-P, and Mi…
CorvinLabs released CorvinOS, a self-hosted agentic operating system that enforces EU AI Act and GDPR compliance in code, not documentation. The open-source platform connects multiple LLMs to seven me…
A developer created a daemon to reduce GPU temperatures on the NVIDIA DGX Spark by clock-locking via nvidia-smi -lgc. The daemon samples temperature every 30 seconds and adjusts clock ceilings, droppi…
Researchers at Zenity documented three campaigns between March and May 2026 where attackers hijacked exposed LLM endpoints from Ollama and LiteLLM instances to run offensive AI operations. The attacks…
The Loomcycle project released eight versions (v1.6.1 to v1.8.2) over five days, introducing tenant-scoped Web UI surfaces, supporting TrueNAS deployments, adding vision capabilities across all provid…
OpenCode, a model-agnostic coding agent, crossed 160,000 GitHub stars and 7.5 million monthly active developers in June 2026 by refusing to lock users into a single AI model. Unlike competitors Claude…
IT leaders face a governance crisis as 'shadow agents'—autonomous AI processes operating at the API layer without human oversight—proliferate in enterprises, driven by cost pressures and local AI mode…
Developer Ian Wootten replaced his Claude subscription with open-source models accessed via OpenRouter and the OpenCode harness, citing cost, flexibility, and a desire to avoid vendor lock-in. He buil…
A developer built readmeai, a Python CLI that scans project structure and config files, then uses an LLM to generate a complete README.md with badges, install instructions, and usage examples. The too…
Ragit, a new command-line tool, enables users to chat with any folder of documents using a local LLM via Ollama. It implements Retrieval-Augmented Generation (RAG) by indexing files, creating embeddin…
Gemma 4 in Ollama 0.31 generates tokens nearly 90% faster on Apple Silicon using multi-token prediction (MTP), which employs a small draft model to propose multiple tokens that the main model verifies…