#MeFrames
64 related articles
·3 min
Gemini 3.1 Pro Rate Limiting Exposed: Why Paid Users Can Never Use Their Full Quota
Deep analysis of Google Gemini 3.1 Pro's rolling window rate limiting, revealing the gap between paper quotas and real usability for paid AI subscribers.
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·2 min
Will AI End Human History? The Deep Anxiety Behind Technological Optimism
A viral Reddit post asks: will AI end human history? This article analyzes the blind spots of tech accelerationism, the governance mismatch, and how to rationally navigate AI transformation.
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·2 min
Getting Started with Codex: A Practical Guide to OpenAI's AI Programming Assistant with Tips to Avoid Common Pitfalls
A detailed guide to OpenAI Codex's core features and setup, comparing it with Claude Code, plus practical tips for configuring DeepSeek and avoiding common pitfalls.
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·3 min
Open Archiver v0.5.2 Deep Dive: A Complete Look at the New Features of This Open-Source Email Archiving Tool
Deep dive into Open Archiver v0.5.2: advanced search, index rebuilding, PST/Mbox import fixes, and more for self-hosted enterprise email archiving.
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·3 min
Sub-Second Code Search: Building an Indexing Plugin with Cursor + Codex
How to achieve millisecond-level code search in massive repositories with hundreds of thousands of files? A hands-on look at building a code search plugin with Cursor + Codex, powered by Lucene inverted indexing and BM25 ranking.
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·3 min
Sub-Second Code Search: Building an Indexing Plugin with Cursor + Codex
How to achieve millisecond-level code search in a repo with hundreds of thousands of files? Building a search plugin with Cursor + Codex, powered by Lucene inverted indexing and BM25 ranking.
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·6 min
The Evolution of Claude Code: From Manual Review to 65% Fully-Automated PRs
Anthropic engineers reveal Claude Code's 18-month evolution: system prompt cut by 80%, 65% of PRs shipped automatically by AI, Claude Tag collaboration, and the safety logic behind auto mode.
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·7 min
Google's $250K Bounty: Linux VM Escape Vulnerability Sets a Historic Record
Google paid a security researcher $250K for a Linux kernel VM escape vulnerability, setting a VRP record. An in-depth analysis of VM escape principles, kCTF incentives, and cloud security impact.
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·6 min
Hands-On with Mixar: An AI-Native Blender Fork That Handles Baking and LOD with a Single Prompt
Mixar is an AI-native fork of Blender 5.0 that embeds AI into the kernel layer. This hands-on review tests texture baking, LOD generation, mood boards, image-to-3D, and more, comparing it to MCP. Fully open source and free.
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·7 min
Inside the AI Fraud Industry Chain: Deepfakes and Identity Deception Revealed Through the Lily Jay Incident
The Lily Jay incident exposes the AI fraud industry chain: how deepfakes, image synthesis, and content automation create fake identities. Practical methods for identifying false content in the AI era.
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·4 min
Getting Started with Software Testing: A Complete Guide to Core Concepts and Classification Systems
A comprehensive guide to software testing fundamentals covering definitions, purposes, classification by phase, technique, and method, plus core concepts like smoke testing and regression testing.
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·2 min
Anthropic Build Day Hackathon: How Top Developers Build AI Applications with Claude
Anthropic hosted a Build Day hackathon in Cerebral Valley, inviting top developers to demo AI apps built on Claude. Analysis of developer ecosystem strategy and industry competition.
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·3 min
The Complete Skill Map for AI Application Engineers: A Progressive Roadmap from Fundamentals to Production
A systematic breakdown of the complete skill structure for AI application engineers, covering Python & deep learning fundamentals, small model engineering, LLM fine-tuning, Agent development, and enterprise projects.
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·3 min
AI Programming: Can You Really Build Apps Without Coding? An In-Depth Analysis of Real Capabilities and Monetization Paths
Can AI programming tools really let non-coders build and monetize apps? This article analyzes AI coding's true capabilities, viable monetization paths, and common misconceptions.
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·3 min
Testing Claude Code for WordPress Publishing: Does AI Cut Corners on Batch Writing?
Real-world test of Claude Code publishing to WordPress in batch. Discover how AI quality drops after the first article, plus tips for quality control and automation.
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·3 min
Semantic Code Diff, In-Database Workflows & Mac-Native Containers: Open Source Projects Worth Watching This Week
This week's roundup covers five open source projects: SAM semantic code diff boosting AI Agent accuracy 2.3x, Microsoft's PG Durable for PostgreSQL workflows, Apple Container, Mattermost, and Extend UI.
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·2 min
The Vibe Coding Flow State: When AI Coding Speed Outpaces Creative Output
A developer shares a zero-frustration Vibe Coding experience using Fable and Replit. Explore how AI coding tools are shifting the bottleneck from execution to creativity.
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·4 min
Fable 5 vs Opus 4.8 Real-World Showdown: Three Projects to Determine the AI Coding Champion
Real-world comparison of Fable 5 vs Opus 4.8 across three demanding projects: e-commerce site, 3D art museum, and an RTS game. Analyzing code quality, 3D rendering, and design aesthetics.
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·3 min
AI Comic Drama Side Hustle Guide: A Complete Path from Zero to Earning Money
A detailed guide on AI comic drama side hustles covering revenue models, step-by-step workflow, and risk awareness. Learn platform sharing and freelance paths from tools to stable income.
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·3 min
AI-Generated Action Code: A New Approach to Animation with MineGun iMoto 2
Learn how to use AI to understand and generate MineGun iMoto 2 MeFrames action code files, enabling precise animation parameter control and batch action generation.
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