#codebase optimization
601 related articles
Product Reviews·2 min
Replit: Building an MVP in One Weekend and Passing Apple Review on the First Try
A developer built an MVP with Replit in one weekend and passed Apple review on the first try. Comparing Cursor to Replit reveals how AI tools are redefining indie dev efficiency.
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Tutorials·1 min
CodeGraph Tested: How Code Knowledge Graphs Cut Token Consumption by 90%
Hands-on testing of CodeGraph: build GraphRAG code knowledge graphs via AST parsing without AI, cutting Claude Code query time from 6 min to 2 min and slashing token usage by 90%.
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Product Reviews·2 min
ccusage: One Command to Calculate Your True AI Coding Costs
ccusage is an open-source CLI tool that helps developers analyze token consumption and costs from AI coding assistants like Claude Code, Cursor, and more.
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Tutorials·1 min
AI Coding Burning Through Tokens Too Fast? 5 Practical Strategies to Cut Costs by 80%
Learn why AI coding tools consume tokens so fast and discover 5 practical strategies to cut costs by 80%, including context management and output control.
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Tutorials·2 min
A Medical Professional's AI Programming Journey: A Pitfall-Avoidance Guide from Coze to Cursor
A medical professional shares real AI programming experience, from Coze to Cursor IDE, covering tool selection, model comparison, and pitfall avoidance for non-technical beginners.
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Product Reviews·1 min
Cursor Composer 2.5 In-Depth Review: Is Vibe Coding at 200 Tokens/Second Actually Good?
Hands-on review of Cursor Composer 2.5 for bug fixing, video generation & more. 200 TPS speed, 55¢/task cost, comparison with Opus 4.7 and GPT 5.5, plus hidden Debug Mode tips.
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Product Reviews·1 min
AntigravityQuotaWatcher: A Detailed Guide to Real-Time Google AI API Quota Monitoring
AntigravityQuotaWatcher is an open-source quota monitoring plugin with 2200+ GitHub Stars, designed for Google AI models (Gemini, etc.), offering real-time tracking of API usage, remaining quota, and reset times.
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Industry Insights·2 min
Cloudflare Rewrote Next.js in One Week Using AI: Open Source Business Moats Are Crumbling
A Cloudflare engineer rewrote Next.js in one week using AI agents, revealing how AI programming is dismantling open source business moats and technical barriers.
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Product Reviews·1 min
Puffies Sticker Puzzle Game: The Design Philosophy of an 8-Person Team Spending Three Months Perfecting a Single Detail
Puffies is a sticker puzzle game finalist for the 2025 Apple Design Awards, built by an 8-person team. Explore their material-first design philosophy and obsessive attention to detail.
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Product Reviews·2 min
Google Antigravity CLI Released: A Deep Dive into the Terminal AI Agent Tool
Google releases Antigravity CLI for terminal-based AI agent interaction. Explore its core features, Agent Harness architecture, Gemini CLI migration path, and cross-product collaboration workflows.
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Tutorials·2 min
Terence Tao Uses Claude Code for Math Proof Review: Red Team Tasks More Valuable Than Blue Team
Terence Tao demos how Claude Code assists Lean math formalization through red team tasks: code review, style checking, and refactoring rather than proof generation.
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Tutorials·1 min
Claude Code Context Management in Practice: 5 Tips to Double Your AI Programming Efficiency
Master Claude Code context window management with Compact, Clear, and Plot Context commands, plus CLAUDE.md, sub-agents, and other tips to boost AI coding efficiency.
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Industry Insights·2 min
What Is Vibe Coding? Principles, Tools, and Practical Guide to AI-Powered Programming
An in-depth look at Vibe Coding: its principles, how AI programming tools like Cursor and Bolt work, the impact on developers, challenges, and future directions.
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Tutorials·2 min
Claude Code MCP Protocol Explained: Configuration, Optimization, and Practical Tips
Deep dive into MCP protocol in Claude Code: HTTP vs STDIO server types, three scope configurations, and context window optimization tips for efficient AI programming.
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Product Reviews·2 min
Cursor Composer 2.5 Released: Three Core Upgrades and a New AI Programming Experience
Anysphere releases Cursor Composer 2.5 with three core upgrades: higher intelligence, sustained long-task performance, and reliable complex instruction following, plus limited-time double free quota.
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Tech Frontiers·1 min
Gemini 3.1 Pro In-Depth Comparison: 77.1% on ARC-AGI-2 — Is It Really the Best?
Google Gemini 3.1 Pro scores 77.1% on ARC-AGI-2, 94.3% on GPQA Diamond, and 2887 coding ELO. We compare it against o4 and GPT-5.2 across reasoning, coding, and search to reveal its true strengths and weaknesses.
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Tutorials·2 min
Replace Claude Code's Default Model with DeepSeek V4 in VS Code in Three Minutes
Tutorial: Use CC Switch to replace Claude Code's backend model with DeepSeek V4 Pro in VS Code—1M token context at 1/50th the cost. Setup in 3 minutes.
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Tutorials·2 min
Claude Code Full-Stack in Practice: A Complete Tutorial for Building a Project Management App from Scratch
Deep dive into building a Linear-like project management app from scratch with Claude Code and Next.js, covering UI design, data management, payments, AI features, and full deployment.
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Tutorials·2 min
500 Million Tokens Per Day: Real-World AI Programming Experience with DeepSeek Powering a UE5 Project
A UE5 developer shares hands-on AI programming with 500M tokens/day: DeepSeek V4 Pro multi-agent architecture, 95%+ cache hit rate cost control, and documentation-first workflow at just $3-8/day.
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Product Reviews·2 min
Chinese AI Coding Plans Compared: How to Choose the Best Value Among 7 Models
2025 comparison of 7 Chinese AI coding subscription plans—Zhipu AI, MiniMax, Kimi, ByteDance Ark & more. Find the best value from ¥29 to ¥200/month.
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