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Capptivo is a free open-source screen recorder and presentation editor for macOS, Windows, and Linux with cursor-following zoom, local caption burn-in, and no account or subscription required.

GitHub Trending Aug 2: Agent-Reach enables zero-cost web access for AI Agents, while DeepSeek ecosystem explodes with ds4 inference engine and Reasonix coding Agent.

From Jellyfin and Immich to Nextcloud, explore self-hosted services worth deploying on a home server, covering media, file sync, encrypted chat, and download automation.

A Reddit user tested Gemini 3.5 Pro in Arena and found it generates 20+ files with hundreds of lines of code per file in a single pass, with no lazy shortcuts or placeholders.

A 7-year frontend engineer, fearing AI-driven job loss, builds a homelab to learn Docker, databases, and networking. A pragmatic roadmap for developers building breadth in the AI era.

Learn how to use Codex for AI-powered programming with natural language prompts — from generating origami assets to building a gesture-interactive portfolio site. No coding required.

A complete guide to Claude Code: environment setup, switching to domestic LLMs, CLI commands, Git workflows, MCP, Subagents, and enterprise project walkthroughs.

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.

Build a local AI knowledge base with MiniMax M2 in OpenCode: source tracing, fact vs. opinion separation, conflict preservation, and timeliness management.

Chrome's Modern Web Guidance offers 100+ expert-reviewed guides to help AI Agents adopt modern web practices, fixing training data lag and legacy pattern recommendations with semantic search and Baseline compatibility checks.

A deep analysis of popular Bilibili Codex "one-click setup" tutorials, covering third-party API key risks, unverified installer dangers, and the cost of "Full Allow" permissions — with safer alternatives.

ICML Outstanding Paper 'The Flexibility Trap' reveals how dLLMs' arbitrary-order generation bypasses logical connectives, breaking reasoning. JustGRPO fixes this with autoregressive training + parallel inference, achieving 89.1% on GSM8K in under 60 lines of code.

Naval Ravikant says Vibe Coding lets one person do the work of 8 engineers. Learn what Vibe Coding is, which tools work in China, and how to start in 3 steps.
GitHub Daily · July 16: AI Agent Secur…
Today's GitHub Trending: AI Agent security tool destructive_command_guard surged +471 stars, hallmark's anti-AI-slop design pack jumped +1,277, and OpenCut leads as the open-source CapCut alternative.

A practical LLM fine-tuning roadmap for beginners — covering when to fine-tune, LoRA/QLoRA selection, data prep, tools like Unsloth, and evaluation for Llama, Mistral, and Gemma.

No coding needed: master Claude Code workflows with folder structure, sub-agents, third-party connectors, and scheduled routines to build your own AI automation OS.
Turning Papers into Interactive Course…
An indie developer turned the Flash Attention paper into a Brilliant-style interactive course using AI. A deep dive into how LLMs can fill long-tail learning gaps.
Best Open-Source Video Editors: An In-…
Compare Shotcut, Kdenlive, OpenShot, and DaVinci Resolve as free video editing alternatives. Find the best open-source editor for your skill level and needs.

Programmers transitioning to AI engineering aren't starting from scratch. Learn the 6 core skills — LLM APIs, RAG, prompt engineering, LLMOps — needed to make the leap.

Build AI agents with no coding background! Using an e-commerce customer service bot as an example, this guide breaks down the setup process for GPTs and Coze.