A developer built a local MCP server for codebase memory using Ollama and ChromaDB, testing mistral:7b and ornith:9b models. The local mode runs entirely on-device, addressing privacy and billing conc…
Eaon, a free and open-source native macOS app, lets users switch between 49 AI models from a single interface, supporting both cloud keys and fully offline local models via Ollama, llama.cpp, or MLX. …
Agentty, a drop-in alternative to claude-code written in C++26, is now available as an 11.0 MB static binary with sub-millisecond startup. The tool supports multiple AI models including Claude, GPT, G…
Zerostack, a minimal coding agent written in Rust and inspired by pi and opencode, launches with a 26MB binary and ~30k lines of code, consuming roughly 16MB of RAM on average versus ~300MB for JS-bas…
Dimitris launched OtoDock, a self-hosted platform that runs Claude Code and Codex as a team of agents on a server, with a live dashboard, MCP framework, and multitenant support for businesses. The Fai…
Hillnote, a local-first Markdown workspace with AI capabilities via CLI, Ollama, and MCP, has been launched on Show HN. The tool runs AI on-device even offline, supports documents, databases, kanban, …
Seven Python frameworks for orchestrating local AI agents are gaining adoption in 2026, according to a technical roundup. Ollama, a lightweight runtime for running open-source LLMs on local hardware, …
Scikit-ollama, a library based on scikit-llm, bridges scikit-learn with locally running Ollama models to perform zero-shot text classification without a cloud API. The library enables users to load a …
Version 1.21.0 of RFC BF introduces a YAML-based providers block that replaces hardcoded LLM providers with a config-declared registry supporting pluggable drivers for Anthropic, OpenAI, Gemini, DeepS…
A developer released AI-CLI, a tiny C terminal assistant that connects user requests to a local LLM and executes returned shell actions directly, supporting over 20 platforms and most LLM engines. The…
AI has evolved from a plug-in feature to the foundational infrastructure of modern technology, with governance and security now integrated from the start, according to a 2026 analysis. The shift posit…
AITerm, a native macOS terminal with an AI command loop and safety gate, is now available. The app lets users describe tasks in plain English, proposes editable shell commands for approval, and can fi…
A developer processing over 10,000 job listings daily with a RAG pipeline found that chunking strategy, embedding model choice, and cost control are critical for production stability. After testing fi…
Builders should resist the trend toward curation over creation, argues a developer reflecting on building a RAG pipeline with Ollama and pgvector. While curation is valuable for content marketers faci…
A study analyzing ChatGPT usage patterns found that 71% of user queries could be handled by a capable local model, yet most organizations still route every request to a cloud API, incurring unnecessar…
A developer built a Retrieval-Augmented Generation (RAG) system from scratch using Python, LangChain, Ollama, and Chroma, demonstrating how to combine retrieval and generation for enterprise AI assist…
Ollama, a 14-person open-source AI infrastructure company, raised $65 million in Series B funding led by Theory Ventures, bringing its total funding to $88 million. The tool, which lets developers run…
Atuin has open-sourced the Atuin AI server, allowing users to self-host the terminal-focused AI agent that provides agentic tools directly in the shell. The server supports any OpenAI-compatible endpo…
A new measurement study by an independent developer using the open-source HomeLab Monitor tool found that running local large language models on a single NVIDIA RTX 3090 can cost as little as €0.046 p…
A developer built a local LLM chatbot using Ollama and Python, enabling offline, private AI interactions without API keys or cloud dependencies. The project leverages Ollama to run models like Llama 3…