#python #agentic_ai #agents #memory

Hindsight is a top agent memory system that helps AI agents learn over time by storing facts, experiences, and mental models like human memory, beating rivals on LongMemEval benchmarks with 91.4% accuracy. Add it easily with 2 lines of code via Python or Node.js clients, using simple retain, recall, and reflect operations for Docker or embedded setups. You benefit by building smarter, consistent agents that reduce errors, cut hallucinations, handle long-term tasks, and personalize chats—saving time and boosting performance in production.

https://github.com/vectorize-io/hindsight

#java #docker #mybatis #oss #springboot #vue

RuoYi-Vue-Plus is a free, open-source backend framework upgraded from RuoYi for distributed clusters and multi-tenant use, built with Spring Boot 3.5, Vue3, TypeScript, MyBatis-Plus, and Redisson. It offers superior features like plugin decoupling, advanced permissions, multi-database support, workflows, code generation, Docker deployment, monitoring, and data security tools—far beyond original RuoYi. You benefit by building scalable enterprise apps 80% faster with less code, easier maintenance, and robust security for production. Warning: Versions ≤5.5.3 have critical flaws (CVE-2025-66916 RCE, CVE-2026-2819 auth bypass); update immediately.

https://github.com/dromara/RuoYi-Vue-Plus

#python

Dimensional OS (DimOS) is a simple Python-based operating system for robots like quadrupeds, humanoids, drones, and arms from Unitree, Xarm, and more—no ROS needed. Install easily with one command, run simulations or real hardware, and use natural language like "explore the room" for agent control with navigation, perception, spatial memory, and multi-agent systems. You benefit by quickly building and testing advanced robot apps locally, saving time and enabling seamless hardware integration without complex setups.

https://github.com/dimensionalOS/dimos

#python #agent #agentic_rag #ai_agents #clawbot #context_database #context_engineering #filesystem #llm #memory #openclaw #opencode #rag #skill

OpenViking is a free open-source tool that acts as a context database for AI agents, using a simple file system to organize memories, resources, and skills under viking:// paths. It fixes issues like scattered data, high token costs, weak searches, and untraceable errors with tiered loading (L0 abstracts, L1 overviews, L2 details loaded on demand), recursive directory retrieval, visual traces, and auto-session memory updates. You benefit by building smarter, cheaper agents faster—like managing files—saving up to 96% on tokens while boosting task success by 50%+.

https://github.com/volcengine/OpenViking

#rust

Vite+ is a single tool that handles all web development needs: install packages, run fast dev servers, check/lint/format code, test, build apps or libraries, and manage monorepo tasks with smart caching. Install globally as `vp`, use commands like `vp dev`, `vp test`, or `vp build`, and configure everything in one `vite.config.ts` file. It speeds up workflows 2-100x using Rust tools, cuts setup time, and ensures consistency—saving you hours on config, debugging, and CI costs so you focus on coding.

https://github.com/voidzero-dev/vite-plus

#typescript

Project N.O.M.A.D. is a free, open-source offline server that bundles Wikipedia, AI chat, educational courses, maps, and data tools into one system—no internet required. You install it on any computer running Ubuntu, and it works completely offline after setup, making it ideal for emergencies, off-grid living, or when internet fails. The benefit is having a complete digital library with local AI assistance always available, whether you're preparing for disasters, living remotely, or simply want reliable access to critical knowledge and tools without depending on internet connectivity.

https://github.com/Crosstalk-Solutions/project-nomad

#html #agentic_engineering #best_practices #claude_ai #claude_code #vibe_coding

To master Claude Code effectively, create a CLAUDE.md file that documents your project's overview, key commands, coding standards, and workflows. This file prevents Claude from repeatedly scanning your codebase and ensures consistent behavior across sessions. Include hooks that automatically format code and run type checks after edits, and organize instructions into commands, agents, and skills for different tasks. Keep your CLAUDE.md concise—under 200 lines—since overly long files cause Claude to ignore important rules. Use plan mode before implementation, write detailed specs to reduce ambiguity, and leverage subagents for parallel work to maintain a clean main context. The benefit: you'll accelerate development speed while maintaining code quality and consistency, allowing Claude to work more autonomously with fewer corrections needed.

https://github.com/shanraisshan/claude-code-best-practice

#python #ai #deepagents #langchain #langgraph

Deep Agents is a ready-to-use AI agent framework that comes with built-in planning, file management, and task delegation tools. It breaks down complex tasks into manageable steps, maintains context across conversations, and can spawn specialized sub-agents to handle focused work independently. You benefit from getting a working agent immediately without building from scratch, while retaining full customization options for your specific needs. The framework handles context management automatically, making it ideal for multi-step projects that traditional agents struggle with.

https://github.com/langchain-ai/deepagents

#typescript #claude_code #ide #obsidian #obsidian_plugin #productivity

Claudian is an Obsidian plugin that embeds Claude Code as your AI collaborator, turning your vault into its workspace for reading/writing files, searching, running bash commands, analyzing images, and multi-step tasks. Key features include context-aware chats with @mentions, inline edits, custom instructions (#), slash commands (/), skills, agents, vision support, plan mode for safe previews, and security options like YOLO/Safe/Plan. Install via GitHub release or BRAT after setting up Claude Code CLI. This boosts your productivity by automating note edits, generating insights from your vault, and handling complex workflows seamlessly without leaving Obsidian.

https://github.com/YishenTu/claudian

#cplusplus #apple_silicon #bsd #c_plus_plus #cmake #floss #game #gplv2 #json #linux #lua #macos_app #python #strategy #windows

Widelands is a free, open-source real-time strategy game like Settlers II, where you lead a small clan to build roads, gather resources like wood and gold, manage four unique tribes, trade, or fight in single-player campaigns and multiplayer. Download it easily for Windows, Mac, or Linux, or compile from source with simple scripts and tools like CMake on various systems. This lets you enjoy deep, replayable empire-building fun at no cost, anytime with friends or AI.

https://github.com/widelands/widelands

#javascript #anthropic #claude #claude_code #cli #plugin #statusline #typescript

Claude HUD is a simple plugin for Claude Code that shows real-time info below your input add marketplace, install plugin, and setup—no restart needed. Customize via commands for minimal or full views. It benefits you by preventing context limits to avoid wasted time/tokens, tracking tasks/agents to fix issues fast, and boosting workflow efficiency for smoother coding sessions.

https://github.com/jarrodwatts/claude-hud