#token consumption
186 related articles
Tutorials·2 min
Two MCP Plugins Combined: Solving Claude Code's Memory Loss Problem in Large Projects
Claude Code loses memory on large projects? Learn how Cloud Context and Context Mode MCP plugins combine vector-indexed retrieval with 98% compression to solve context window overflow.
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Product Reviews·2 min
AgentMemory: An Open-Source Solution for Giving AI Coding Assistants Permanent Memory
AgentMemory is an open-source persistent memory layer supporting memory sharing across 16 AI coding tools including Claude Code and Cursor. 95.2% retrieval accuracy, ~1900 tokens per session, local SQLite storage with zero privacy concerns.
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Product Reviews·3 min
Claude Code v2.1.143 Update: Plugin Dependency Chain Management & Background Session State Persistence
Claude Code v2.1.143 brings intelligent plugin dependency chain management, background session model parameter persistence, Agent mode parameterized configuration, and critical Windows/macOS bug fixes.
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Industry Insights·2 min
Why Is GPT-5.5 Called an 'Autistic Genius'? The Truth Behind Codex's Explosive Growth
Altman calls GPT-5.5 an 'autistic genius.' Codex downloads surge 1397% WoW, crushing Claude Code by 12x. Deep analysis of GPT-5.5's coding edge, fatal flaws, and the OpenAI vs Anthropic philosophy war.
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Tutorials·3 min
The Complete Guide to Hermes Agent: Building a Self-Evolving AI Assistant from Scratch
Complete guide to Hermes Agent's five core pillars: Memory, Skills, Soul, Crons & self-evolution. Covers VPS deployment, Telegram setup, security management & best practices for building an AI assistant that grows stronger over time.
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Tutorials·3 min
Open Design in Practice: A Complete Guide to the Open-Source AI Design Tool That Replaces Claude Design
Complete guide to Open Design: an open-source AI design tool replacing Claude Design. Covers installation, prototype creation, HTML-to-Next.js migration, and Harness component encapsulation.
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Product Reviews·3 min
6 Developer Tools Roundup: AI Coding Cost Tracking, Agent Virtual File Systems, and More
Roundup of 6 developer tools: CodeBurn for AI coding token cost tracking, Mirage virtual file system for Agents, Boring SSH tunnel manager, PeerTrace file tree renderer, DataTab font-based data visualization, and Flu TypeScript Agent framework.
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Tutorials·2 min
Analysis of the Kiro, Cursor & Windsurf 3-in-1 Unlimited Refill Tool: Risks and Alternatives
Deep analysis of the Kiro, Cursor & Windsurf 3-in-1 unlimited refill tool: technical implementation, potential risks, account security concerns, and compliant AI coding alternatives.
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Tutorials·3 min
AI-Assisted APP Reverse Engineering in Practice: IDA MCP Automates Reverse Analysis
Learn how AI combined with IDA MCP automates APP reverse engineering—from locating encrypted parameters to AI-generated Python code, dramatically lowering the barrier to security research.
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Tutorials·3 min
DeepSeek Multi-Agent Matrix + UE5.8 Official MCP: A Collaborative Development Workflow in Practice
A complete workflow for collaborative UE5 development using DeepSeek multi-Agent matrix and UE5.8 official MCP, covering pure C++ architecture, agent roles, cache optimization, and automated code review.
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Tech Frontiers·3 min
Hermes Agent 0.14.0 Update: Native Windows Support and 180x Performance Boost
Hermes Agent 0.14.0 Foundation Update: local proxy unified auth, 180x browser automation speedup, native Windows support, AI video generation, free DeepSeek V4, and lossless Handoff context switching.
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Product Reviews·4 min
Generic Agent: An Open-Source AI Agent That Uses Only One-Tenth the Tokens of Comparable Products
Generic Agent is an open-source AI Agent that reduces token consumption by 90% through minimalist tool design, four-layer memory hierarchy, and experience reuse. Supports computer operation, browser automation, Feishu integration, and more.
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Tutorials·3 min
Claude Code with GLM 4.6: A Guide to Deploying a Programming Agent with Chinese Domestic Models
A detailed guide on deploying Claude Code programming Agent with Zhipu GLM 4.6, covering installation, model replacement, commands, thinking modes, and SubAgent parallel development.
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Tech Frontiers·1 min
Gemini API Adds Per-Key Usage Filtering for Granular API Call Management
Google Gemini API adds API Key usage breakdown, letting developers filter request charts by key for multi-project management, cost attribution, and anomaly detection.
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Tutorials·2 min
Gemma 4 Complete Guide: The Apache 2.0 Open-Source Agent Powerhouse
In-depth analysis of Google's Gemma 4 open-source models: 31B, 26B MOE, and 14B/12B benchmarks, deployment guides for all platforms, and MS-Swift fine-tuning tutorial for building local Agent workflows.
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Tutorials·3 min
Getting Started with Claude Code: Installation, Configuration, and Practical Tips for a Terminal AI Coding Assistant
A detailed guide to Claude Code's installation, core advantages, and practical workflows. This terminal-based AI coding assistant offers deep codebase understanding, Git integration, and GitHub automation.
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Tutorials·3 min
Getting Started with Claude Code: Installation, Configuration, and Practical Tips for a Terminal AI Coding Assistant
A detailed guide to Claude Code's installation, core advantages, and practical workflows. This terminal-native AI coding assistant offers deep codebase understanding, Git integration, and GitHub automation.
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Product Reviews·3 min
LinCTX: The Open-Source Tool That Saves 99% of Tokens for AI Coding Assistants
LinCTX is a Rust-based open-source tool that uses smart compression and caching to cut 60%-99% of token costs for AI coding assistants like Cursor and Claude Code.
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Tutorials·2 min
OpenAI Codex Installation & Configuration Guide: A Complete Breakdown of Features and Usage Tips
A detailed guide to OpenAI Codex installation, environment setup, multi-task parallelism, sandbox permissions, context management, and Steer guidance to help developers get started quickly.
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Tutorials·3 min
Claude Code in Practice: A Real Development Workflow Completing a Full Feature in 18 Minutes
Real case study showing Claude Code's efficient dev workflow: four-part prompt template, three-round iterative fixes, code review methods, and decision frameworks to save 60% coding time.
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