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GitHub Daily · July 22: Financial Foun…
GitHub Trending July 22: Kronos brings the foundation model paradigm to finance, awesome-claude-skills tops with 70K stars, plus LikeC4 architecture-as-code and Rust-based Pumpkin.
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.

Unsloth v0.1.471-beta adds full GLM-5.2 support, 3x longer context (up to 200K tokens on a single GPU), a new Model Hub, and Chat Canvas — a major leap for local LLM fine-tuning.
Product ReviewsHow one developer built a multi-model AI hub with database and Google login in one afternoon using Windsurf, plus a hands-on review of ByteDance's Seedance AI video tool.
Tech FrontiersDeep dive into GitHub Universe 2024: Copilot adds Claude 3.5 Sonnet, Gemini multi-model support, VS Code multi-file editing rivaling Cursor, and the new AI micro-app tool Spark launches.
TutorialsLearn how to get free Claude Opus access in Claude Code via GitHub Student verification and AnyGuardianManager proxy, with full setup steps and caveats.
Tech FrontiersMoonshot AI open-sources its flagship model Kimi-K2.5, with GitHub stars surpassing 1,900. Learn about its strategic significance, MoE architecture, competition with DeepSeek and Qwen, and how developers can get started.
Product ReviewsDeep dive into the GitHub 8000+ star project awesome-LLM-resources, covering LLM training, multimodal generation, AI Agents, MCP protocol, AI-assisted coding, and more for developers.
Product ReviewsDeep dive into Chatbox, an open-source AI client with ~40K GitHub Stars. Supports GPT, Claude, Ollama multi-model management with local data storage for privacy across Windows/macOS/Linux.

An in-depth analysis of Cursor Ultra low-price resellers, revealing the real risks of account bans, data leaks, and ToS violations behind team seat splitting and regional pricing arbitrage.

Hexis is an open-source AI agent management tool using Git for version control and access management of skills, tools, and context, with MCP protocol for cross-platform interoperability.

Researchers placed AI digital creatures in worlds with tampered physics rules. When fake environments affected foraging goals, creatures spontaneously evolved detection ability, jumping from 50% to 73% accuracy—revealing how cognition emerges from need.

When AI coding tools render traditional algorithm interviews ineffective, how should teams restructure? Insights from a year of practice on evaluating systems thinking, problem decomposition, and human-AI collaboration.

A complete learning path for machine learning from scratch—from Python basics to PyTorch deep learning—plus practical strategies for finding study partners and overcoming self-study plateaus.

Deep analysis of a viral Reddit AI learning roadmap: covering Python, ML, deep learning, LLM engineering to job prep, identifying common pitfalls like missing math foundations and overly broad scope.

Merge is an AI-native code review assessment platform that evaluates engineers' judgement through simulated PR reviews, scoring Bug Coverage, Communication, PR Quality, and Token Efficiency.

DataBlur is a 100% local privacy tool that auto-detects and blurs emails, card numbers, and API keys on screen in real time—no cloud, no AI, no signup required.

In-depth analysis of AI coding tool Cursor's real-world experience, covering community ratings, multi-model support, BYOK mode, and Chinese LLM integration strategies for developers.

Databricks cut AI coding tool costs by 70% through intelligent model routing, prompt caching, context optimization, and self-hosted open-source models. Learn actionable strategies for controlling LLM inference costs.

Soloop is an approval-first AI agent OS for solo founders, using AI CEO, CTO, and CMO roles to help indie entrepreneurs go from idea to revenue while retaining decision-making control.