A developer built Maestro AI, a harness-agnostic model router that routes LLM calls to appropriate models based on task complexity, preventing expensive models like Claude Sonnet from being used for s…
A developer built Bodhiorchard, an open-source platform that replaces Scrum and Jira with 12 specialized AI agents and a 3D world. The platform uses Agent-Driven Development (ADD) with a single Busine…
A developer built a multi-agent support ticket triage system using LangGraph that classifies tickets, routes them, and drafts replies, running locally with Ollama or via cloud API. The system escalate…
A developer built a voice assistant named 'Jarvis' that controls 45 AI tools on a Mac, including content generation, research, email drafting, focus mode, code review, and file search. The system uses…
A developer built a multi-agent AI pipeline in pure Python without frameworks like CrewAI or AutoGen. The system uses five agents with distinct roles and system prompts, passing outputs sequentially. …
A developer automated nine YouTube channels across different niches using free AI tools and services, achieving zero operational cost. The pipeline uses Gemini/Ollama for script generation, Google TTS…
A benchmark comparing Ollama and llama-server on a Tesla V100 found that both backends achieve nearly identical token generation speeds (about 111 tok/s), but llama-server processed prompts 22% faster…
DockSec, an OWASP Incubator Project, launches to bridge the gap between vulnerability detection and remediation in Docker containers by orchestrating Trivy, Grype, and Docker Scout scanners with an LL…
A developer is building a minimal, fully modular AI desktop assistant that avoids bloat by using a plugin architecture where every component—UI, AI provider, and tools—is a separate, swappable module.…
Synapse, a security gate tool, introduces AI-powered false-positive triage that never deletes findings. The system uses a two-model consensus: a proposer model suggests a false-positive verdict, and a…
Developer Youssef Mejdi released Grinta v1.0.0-rc1, a local-first, provider-agnostic coding agent for long autonomous runs that integrates with LSP and DAP. The tool runs entirely on the user's machin…
A developer benchmarked Ollama models on a Jetson Nano for a flashcard generation app, testing accuracy across quantizations. Qwen2.5:3b-instruct achieved 100% accuracy at all tested quant levels, whi…
A guide explains how to build a semantic memory system for AI agents using local vector databases and embedding pipelines, drawing on lessons from the Hermes Agent experiment. The system comprises thr…
A developer built a $0 local AI automation stack combining agentic coding and market data analysis using Aider, Ollama, OpenBB, and MCP servers. The stack runs entirely on free and local infrastructur…
TradingSpy, an open-source, local-first AI trading assistant, has been released. The tool provides market heatmaps, news catalysts, strategy generation, and backtesting in a single Docker application,…
A developer open-sourced TradingSpy, a local-first AI trading research workstation that runs entirely in Docker. The platform uses AI agents to autonomously generate and backtest trading strategies, s…
OpenIngress, an open-source tool that audits whether autonomous agents can complete real buyer flows on e-commerce sites, launched on GitHub. It crawls rendered pages, runs static operability checks, …
A new website, Curated Collections, offers scenario-driven tool stacks that assemble 5-10 deep-dive tools into complete solutions for specific user scenarios, including AI agent ethics, multi-agent wo…
Local Agent Toolkit, an open-source tool, allows developers to delegate small coding tasks to local Ollama models, reserving cloud tokens for harder decisions. The toolkit filters repository context, …
An educational lab demonstrating various AI agent architectures built on LangChain and a local Ollama server has been released. The project includes multiple runnable CLI variants for studying chat wi…