IBM released Granite 4.2, a family of open reasoning language models in 3B, 8B, and 30B parameter sizes, available under Apache 2.0. The models are decoder-only dense transformers pre-trained on rough…
Ollama announced on August 25, 2026, that developers can now configure Claude Desktop to work with Ollama as a third-party gateway provider, enabling the use of open models within Claude. The integrat…
An RTX 3090 can generate about 40 tokens per second when running Qwen3.8-27B, according to crowd-sourced benchmarks from llamabench.ai and user reports. The 24 GB VRAM of the 3090 is sufficient for qu…
A developer is using AI agents to create a Mac OS disk utility app that mimics the open-source Windows tool Rufus, without needing to learn Swift. The engineer, who was laid off, used Claude Sonnet 4.…
NVIDIA's NemoClaw deployment wrapper for the OpenClaw AI agent ecosystem has a vulnerability, CVE-2026-65105, that lets an attacker hijack a local AI agent with a single website visit, as detailed in …
Oasis Security disclosed CVE-2026-65105, a vulnerability in NVIDIA's NemoClaw that allows unauthenticated attackers to poison the local AI agent's model via DNS rebinding, affecting all platforms by d…
A user self-hosting large language models on an AMD Radeon RX 9700 reports achieving only ~22 tokens/s with Qwen 3.8 Q5_K_m, despite fitting 132k Q8_0 context, and seeks tips for improving performance…
Nous Research's open source Hermes Agent runtime, released in February 2026 under the MIT license, is designed to close the gap in long-running agents by using a three-phase process that includes a re…
A developer built CreativeAudit, a local LLM pipeline using Ollama and Pydantic v2 to enforce strict JSON output contracts for 5-second ad reviews, scoring creatives on brand alignment, constraint com…
Apple introduced the M6 and M5 Ultra chips, with the M6 being its first 2nm chip debuting in a Mac mini at $899 and the M5 Ultra powering a Mac Studio with up to 512GB of unified memory and 1.2TB/s ba…
Developers waste time by using AI coding assistants like search engines, according to a guide on Cursor. The article recommends a 'Context-First' approach with structured .cursorrules files, a tiered …
A developer built CreativeAudit, a production-oriented pipeline that evaluates ad creatives against a brief using a local LLM and strict Pydantic contracts. The system returns a PASS, NEEDS_REVISION, …
Oasis Security Ltd. disclosed a vulnerability in Nvidia Corp.'s NemoClaw, tracked as CVE-2026-65105, that lets an attacker fully control the local model server powering a developer's AI agent via a si…
A developer has published a guide for building a fully local Retrieval-Augmented Generation (RAG) chatbot for trading research using Ollama and Termux on an Android phone, eliminating API costs and da…
A new developer stack is emerging for AI agents, privacy, and lightweight tooling, moving away from centralized 'wrapper apps' to local-first, modular, and privacy-centric architectures. Tools like Ch…
Voicecard, a new command-line tool by an independent developer, resolves contradictions in rambling voice-note transcripts, achieving 15 of 18 on its adversarial test suite with the local qwen2.5:7b m…
Ventrova released sentinel-scan-cli v1.4.8, a free open-source command-line tool that runs 15 prompt-injection and jailbreak attacks against LLM apps and MCP servers, tagging findings with OWASP LLM T…
John Abah released ABAH, an open-source platform that uses GraphRAG, PlatformIO, and Ollama to enable local LLM-assisted embedded hardware programming, including offline firmware generation and flashi…
ClaudeGate, a new open-source local API gateway, enables Claude Code CLI and Anthropic SDK applications to use any AI model, including free and frontier models from OpenRouter, DeepSeek, and others, b…
LLMPanel has launched an open-source platform that deploys large language models on any GPU cloud, including RunPod and Vast.ai, without requiring Kubernetes. The tool provisions containers, exposes O…