#Mega Prompt
53 related articles
Small but Beautiful Culinary RPG: Rede…
·4 min
Small but Beautiful Culinary RPG: Redefining Role-Playing Games Through Restraint
A small-scale RPG centered on food, using restraint and focus to counter AAA content overload. An in-depth analysis of the culinary RPG design philosophy.
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·3 min
Alibaba Bans Claude Code Company-Wide: Data Security Concerns Around AI Coding Tools
Alibaba has banned employees from using Claude Code company-wide, shifting sharply from encouragement to prohibition. An in-depth look at data security risks, privacy compliance dilemmas, and the domestic AI alternative trend.
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·3 min
Vibecoding in Practice: Prompt Slot Design and On-Demand Multi-Agent Loading
Learn how to design Prompt templates and Slots for multi-Agent AI apps: separate deterministic vs. non-deterministic tasks, enforce single responsibility, and sync changes across engines with one edit.
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·5 min
GLM-5.2 Hands-On Review: A 753B-Parameter Open Model That Beats GPT and Claude on Value
In-depth hands-on review of Zhipu AI's flagship GLM-5.2: a 1M-token context window and API pricing just one-fifth of GPT/Claude. Covers website building, Chrome extensions, 3D game cloning, and agentic workflows.
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·2 min
AI Agents for SGLang Kernel Optimization: Real-World Performance Gains and Engineering Methodology
SGLang's team converted expert knowledge into agent skills, achieving 71.4% throughput gains, TTFT reduced from 456ms to 168ms. A deep dive into agent-assisted kernel optimization methodology.
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·3 min
Microsoft Xbox Mass Layoffs of 3,200: Strategic Retreat or Prelude to a Spinoff?
Microsoft's 3,200-person Xbox layoffs and four studio closures signal major restructuring. A deep-dive into the strategy, potential buyers, and the shift to a services-first gaming model.
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·2 min
A Lightweight Telegram Client Built for Raspberry Pi: Instant Messaging on Low-Resource Devices
A lightweight Telegram client built for Raspberry Pi, optimized for ARM architecture. Explore its design philosophy, tech stack, and open-source value for low-resource devices.
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·7 min
Rowboat: An Open-Source, Local-First Alternative to Claude Desktop
Rowboat is an open-source, local-first AI desktop client positioned as a Claude Desktop alternative. Local data storage and fully transparent code help developers control privacy and workflows.
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·6 min
The Complete Guide to GLM-5.2: Hands-On Review of an Open-Source Long-Context Model
An in-depth hands-on review of Zhipu AI's flagship GLM-5.2: 1M-token context, strong coding, mature agent workflows—at one-fifth the price of top frontier models. Covers website testing, Cursor integration, MCP tooling, and production migration.
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·3 min
Unsloth Major Update: DiffusionGemma & Gemma 4 MTP Support, 2x Inference Speed Boost
Unsloth v0.1.464-beta adds DiffusionGemma, Gemma 4 MTP, and MiniMax-M3 support, delivering ~2x inference speed boost, new Hub, RAG Q&A, tensor parallelism, and full CUDA/ROCm/Windows coverage.
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·6 min
Escaping AI Agent Skill Hell: A Complete 4-Step Guide to Writing High-Quality Skills
Matt Pocock's 4-step framework for AI Agent Skill design: Trigger, Structure, Steering, Pruning. Escape skill hell, tell good skills from bad, and master leading words to make Agents follow your intent.
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·6 min
Anthropic Launches Life Sciences Hackathon with $100K to Empower AI-Driven Research
Anthropic launches a global life sciences hackathon with Gladstone Institutes, offering $100K in API credits to advance AI-driven scientific research using Claude Science and Claude Code.
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·3 min
Building and Deploying a Personal Website from Scratch with Claude Code: A Complete Walkthrough
A step-by-step guide to building a personal brand website with Claude Code AI and deploying it on a ¥99 Alibaba Cloud server — covering Git, Nginx, and automation scripts.
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Has AI Coding Assistant Fable Been Ner…
·4 min
Has AI Coding Assistant Fable Been Nerfed? Developer's Routing Anomaly Report Sparks Debate
A developer questioned whether AI coding assistant Fable was nerfed, finding 4–10x more tokens routed to Opus with Fable doing ~20% of the work. A deep dive into multi-model routing, transparency, and AI trust.
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·8 min
Free Top-Tier AI Models on Aggregator Platforms? A Sober Analysis and Pitfall Avoidance Guide
In-depth analysis of AI aggregator platforms claiming free access to GPT, DeepSeek, and Gemini. Reveals hidden data risks, business logic, and recommends legitimate alternatives like OpenRouter and Poe.
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·2 min
Sakana AI × Sumitomo Mitsui: Multi-AI Agent Collaboration Auto-Generates Proposals, Boosting Efficiency 100x
Sakana AI and SMBC developed a multi-AI Agent proposal auto-generation app, reducing creation time from 1-2 weeks to hours. Deep dive into the multi-Agent architecture and its implications for financial AI.
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·4 min
KV Cache Saves 20x on Costs: The Underlying Principles and Practical Tips for LLM Inference Optimization
Deep dive into how KV Cache reduces LLM API costs by 20x. From Transformer attention matrix multiplication overhead to prompt caching best practices, understand the fundamentals of AI inference cost optimization.
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·3 min
Pi: A Lightweight AI Coding Agent Framework — Setup & Hands-On Guide
A deep dive into Pi, a minimalist AI coding Agent framework covering multi-model support, extensions, skill loading, and hands-on custom extension building with model mixing strategies.
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·2 min
ZeroStack: An In-Depth Look at the Rust-Based Minimalist Coding Agent That Uses Only 16MB of RAM
In-depth review of ZeroStack, a Rust-based coding agent using only 16MB RAM. Analyzing its file I/O, multi-model support, permission controls, and ideal use cases.
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Tech Frontiers·3 min
Claude Powers NASA Mars Rover Route Planning, Windsurf Launches IDE Model Arena
Claude plans routes for NASA's Perseverance rover, Windsurf launches Arena Mode for in-IDE model comparison, SenseTime open-sources multimodal reasoning models, and Anthropic research reveals pros and cons of AI-assisted learning.
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