A technical guide to running large language models locally in 2026 provides hardware math, quantization tradeoffs, and benchmarks of five inference engines, with case studies from the author's 16GB Ap…
A developer integrated Kali Linux penetration testing tools with a local DeepSeek AI model to build an autonomous security bot for MyZubster, a decentralized marketplace. The bot scans the gateway hou…
Telize, a terminal-first YAML runner for chaining shell, Python, file I/O, and LLM steps, has been released as an open-source alpha (version 0.4.0) under Apache 2.0. Unlike agent frameworks such as La…
Google killed Gemini CLI on June 18, replacing the 104,000-star Apache 2.0 open-source tool with a closed-source Go binary called Antigravity CLI, drawing 143 thumbs-down reactions on the official Git…
A developer has open-sourced UGR, an AI runtime operating system designed to orchestrate inference across commodity hardware by treating models as collections of resources that can move between memory…
The open-source AgentsKit ecosystem provides a set of independent JavaScript and TypeScript packages for building agent stacks, including runtime, memory, tools, evaluation, and UI components. Its cor…
A developer built a local-first profiler that acts as a transparent reverse proxy between coding agents and LLM providers, revealing that only ~60% of API costs go to actual prompts while the rest is …
An indie developer built Bob's Bar, a Collaborative Multi-Persona Sandbox (CMPS) that runs entirely locally via Ollama, allowing multiple AI personas to converse with each other and the user. The tool…
A developer built a secure infrastructure dashboard using React 18, Tailwind CSS v4, TypeScript, and on-premise LLM isolation to meet strict data residency requirements. The architecture ensures data …
Teralexi, an open-source desktop AI agent for research, coding, and chat, has been released on GitHub under the Apache License 2.0. The agent runs locally with support for multiple LLM providers, skil…
JetBrains Air now supports GitHub Copilot, OpenCode, Pi, Cline, and other ACP-compatible agents, adds IntelliJ-powered navigation and diagnostics for Java and Kotlin, and enables local models via Olla…
LM Studio released Bionic on July 16, a new agent application for Mac and Windows that marks the company's first metered product with a checkout page, pivoting from its free local LLM desktop app to a…
A new wave of open-source AI assistants that run entirely on local hardware, with no subscription fees or data leaving the machine, includes MiniCPM Desk Pet, OpenHuman, and Jan AI, which has six mill…
Ollama, a tool for running large language models locally, initially impresses with ease of use but quickly reveals critical limitations for production use, according to a user account. The tool hides …
Mu, a personal home server released as a single Go binary, runs everyday services — news, mail, markets, weather, search, images, video, blog, social, places, reminders — behind a Go Micro registry wi…
OpenPlanter, a recursive-language-model investigation agent with a desktop GUI and terminal interface, ingests heterogeneous datasets such as corporate registries, campaign finance records, lobbying d…
Stacker v0.3.0 is a platform that turns any project into a deployable Docker stack with a single CLI command, adding AI-assisted stacker.yml generation from GitHub repos, healthcheck inference, and re…
White hat hacker Park Chan-am, CEO of security firm Steelion, warned at the 15th Information Security Day event that AI has accelerated cyberattacks from weeks to less than a day, making internal soft…
A developer built AppPulse, a CLI tool that classifies app reviews and crash data, then extended it with an AI agent using PydanticAI to identify root causes and suggest code changes. The agent uses r…
A developer building a local-first infrastructure monitoring agent with PicoClaw encountered an undocumented Ollama bug where the 'think' parameter is not supported in Modelfile syntax, forcing a work…