A developer built a personal AI-powered wiki using Obsidian, the Karpathy LLM Wiki plugin, and Ollama, processing over 330 notes locally after spending $10 per day for three days on public API costs. …
Browser-use, an open-source Python library, pairs large language models with browser automation tools like Playwright to enable AI agents to dynamically navigate and complete multi-step tasks on any w…
A developer built an AI coding agent that uses planning, tool execution, and ReAct reasoning to analyze codebases step-by-step, moving beyond simple RAG-based retrieval. The agent, which works directl…
A developer documented a local LLM project running models on consumer hardware, benchmarking Gemma 4 26B against smaller models. The primary desktop with an AMD RX 6900XT achieved 18.86 tokens/sec on …
A developer has been running an AI agent on a Raspberry Pi 5 for three months, achieving zero API fees by running all inference locally. The setup, which includes models like Llama 3.2-3B and Qwen2.5-…
A developer from TheCodeStreet demonstrates how to set up Alibaba's open-source Qwen 3 large language model with Ollama for local use in VS Code, offering a free alternative to GitHub Copilot. The tut…
A developer fixed a 7B-parameter language model's failure to handle multi-call comparisons in a battery simulation agent by collapsing comparison logic into single-call tools. The agent, backed by qwe…
A developer has built a workflow that runs every untrusted repository through a local LLM triage pass before opening it in an editor, after encountering a fake-recruiter take-home project that contain…
An engineer built an agentic assistant for battery engineering that pairs a physics-based digital twin with a local 7B language model, but found the small model struggled with multi-step tool orchestr…
RazTodo, a local-first task manager for developers, was released on Hacker News with a native CLI, optional Web UI, and local AI assistance powered by Ollama. The tool stores all data in a single SQLi…
Homebench, a new open-source command-line tool, benchmarks local large language models for speed, memory, and quality, presenting results in a live terminal leaderboard. The tool, installable via pip,…
Spring AI offers controls for output token generation and chat memory to manage LLM costs, as detailed in a developer's blog post. The post highlights that output tokens cost several times more than i…
A developer detailed how open-source AI agents can run efficiently on consumer hardware such as NVIDIA RTX 4090 and RTX 3060 GPUs, challenging the assumption that large language models require data-ce…
9Router has released 9router-Python, a Python SDK and CLI for its AI gateway that routes requests to 35 models across providers including Gemini, NVIDIA, OpenRouter, Groq, Ollama, Tavily, and Exa. The…
SolonCode, a coding assistant built on Solon AI, ships without a bundled model, requiring users to wire one up manually. The project supports seven chat dialects—including OpenAI, Ollama, Gemini, and …
A developer built a two-agent code review loop for local Ollama workflows, splitting the job into Reviewer and Verifier roles to reduce hallucinations and generic advice. The workflow is packaged into…
Jacob Smith built agent-flow-canvas, a browser-based visual builder for AI agent workflows that runs entirely client-side, with API keys staying in localStorage. During development, an agent testing p…
A developer has built a two-stage pre-commit hook that combines a regex scanner with a local LLM to block secrets without annoying developers. The hook first flags suspicious patterns, then uses Ollam…
A developer has released langchain-rust, a pure Rust framework for building LLM applications with local models via Ollama, eliminating the need for Python. The framework includes first-class Ollama su…
OpenClaw and Ollama released a full-stack agent architecture with open code and datasets, demonstrating 30% better task completion rates through persistent memory, tool use, and adaptive decision-maki…