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A deep dive into Agent Tuning: from LLM hallucination and staleness issues to RAG vs. Agent architecture, the 4-step fine-tuning process, and cost analysis for building your own AI agent.
croc: Open-Source CLI File Transfer To…
croc is an open-source Go-based CLI file transfer tool with PAKE end-to-end encryption. Cross-platform, resumable, zero config — send files securely with one command.

A complete Dify 1.8 guide covering 3 deployment methods (Docker/cloud/source), MySQL integration, 5 app types (Chatbot/Agent/Workflow), model selection, and publishing strategies.

A complete guide to Dify — covering deployment, five core app types (chatbot, Agent, workflow, and more), LLM integration, and publishing for zero-experience developers.

A deep dive into ByteDance's Coze platform: tool categories, positioning vs. Dify, skill store, multi-agent collaboration, and workflow building — your AI Agent selection guide.
AstrBot: A Deep Dive into the Multi-Pl…
AstrBot is an open-source AI Agent framework supporting WeChat, QQ, Telegram and more, with multi-LLM compatibility and plugin extensibility. Full technical breakdown inside.

Learned Claude, n8n, or Coze but unsure how to monetize? This article breaks down the core logic of AI automation monetization: prove business value with data, build case studies, and develop a credible personal brand.
Self-Hosted Voice AI Assistant: Bringi…
Explore a self-hosted voice AI assistant built for Asterisk and FreePBX: keep data on-premises, integrate with existing PBX, replace legacy IVR, and deploy local voice intelligence affordably.
AIRI: The Open-Source Self-Hosted AI C…
AIRI (moeru-ai/airi) is an open-source, self-hosted AI companion with real-time voice chat, Minecraft/Factorio gameplay, and Web/macOS/Windows support. 42K+ GitHub stars.

Build an AI game assistant from scratch with no coding experience! This hands-on guide walks you through Dify + RAG — from knowledge base setup to agent creation and tuning.
GitHub Daily · July 20: AI Agent Infra…
AI Agent infrastructure explodes across GitHub Trending: OmniRoute unifies 268+ providers, cognee adds long-term memory, and self-hosted openship tops growth with +1719 stars.

A non-programmer tests AMD Ryzen AI Halo by deploying local AI models to tackle a real dev task. After testing Ollama and Qwen3, the verdict: AI amplifies developers, it doesn't replace them.

90% of AI agents fail not because of technology, but due to missing business systems. Learn the 3 essentials for reliable AI agents and how to build real workflows with Google Drive + N8N.

A Reddit user's Perplexity farewell exposes AI search's core tension: free trials hook users, then reasoning model quotas drive them away. Here's what it means for the industry.

How to build a true AI second brain for ADHD users: LangGraph, n8n, RAG, vector databases, and layered architecture for a proactive personal assistant.

A comprehensive guide to Coze by ByteDance: multi-agent collaboration, local tool integration, cross-platform sync, and credit system. Compare with Dify to get started fast.

Deep dive into Coze's three core capabilities: multi-person multi-AI collaboration, customizable agents, and cross-platform project management. Covers credits, Dify comparison, and a practical learning path.
GitHub Daily · July 18: 3D Reconstruct…
July 18 GitHub Daily: 3D reconstruction foundation model lingbot-map tops the charts, with AI engineering tooling, CLI Agents, and the MCP ecosystem exploding across the board.

A Reddit post sparks broad resonance: self-hosting communities are being diluted by AI-generated apps and homogenized content. Exploring "AI slop," vibe coding, and how to preserve genuine technical passion.
Cdbx.ai Review: Build and Deploy Apps …
Cdbx.ai is an AI-powered browser IDE that generates full-stack code from natural language and deploys in one click. Read our in-depth review and comparison with v0, Replit, and Bolt.new.