Ais
18 posts

Claude Code Memory System: The Complete Guide to Making Your AI Assistant Remember Your Project
Deep dive into Claude Code’s memory mechanisms: Auto Memory vs CLAUDE.md, hierarchical memory structure, modular rules configuration, making your AI assistant truly remember your project habits.

Neural Network Reverse Engineering: When Machine Learning Becomes a Puzzle Game
Jane Street released a special ML puzzle: given the complete neural network weights, find an input that makes it output non-zero. This isn’t a typical black-box attack - it requires truly understanding what the network is computing. A college student spent days, going from linear programming to SAT solvers, and finally discovered the network was hiding an MD5 hash function.

Someone Tested Claude Code 2,430 Times and Discovered Its Tool Selection Logic Isn't What You'd Expect
Amplifying.ai ran 2,430 tests on Claude Code and found that in 12 out of 20 categories, it prefers writing custom code over using existing tools. GitHub Actions 94%, Stripe 91%, shadcn/ui 90% selection rates are striking, while AWS, GCP, and Azure got zero primary picks.

GLM-5 Just Dropped: $1/M Tokens Doing What $5/M Does — Is Your AI Subscription Still Worth It?
Zhipu AI’s GLM-5 scores 77.8% on SWE-bench with a 744B MoE architecture, MIT license, and $1/M token pricing — just 3 points behind Claude Opus 4.6 at 1/5 the cost. We ran real benchmarks and code tests to help you decide where your AI budget should go.

RAG in Practice: Stop Making Your LLM Take Closed-Book Exams
A practical RAG tutorial: build an enterprise knowledge base Q&A system in 4 steps using embedding vector search and Claude. Contextual Retrieval cuts retrieval failure from 5.7% to 1.9%, with full Python code and Voyage AI model comparison.

Codex CLI 0.86.0 Update: Skill Config, Web Search, Sandbox Elevation & More
OpenAI Codex CLI, this terminal tool, received major version updates from 0.80.0 to 0.86.0, including SKILL.toml skill config, web search control, sandbox elevation, and headless login. Let’s see how to make the most of AI programming.

I Spent $400 on Claude Code, Then Switched to Codex
After a month and $400, I went from being a Claude Code fanatic to a Codex user. This is a real user experience report.

How Claude Code LSP Makes AI Coding Feel Like Turn-by-Turn Navigation
Claude Code 2.0.74 now has native LSP support—it can jump to definitions and find references just like VS Code, no more blind grep searches

How I Use Skills to Turn My AI Assistant into a Loyal Workmate
Step-by-step guide to using Skills so Codex and Claude shift from generalists into assistants that follow your playbook.

Codex Skills Tips: Transform Your AI Coding Assistant into a Pro
Learn how to configure and use OpenAI Codex Skills to transform your AI coding assistant from a generalist into a domain expert.