#Terminal Bench
587 related articles
·2 min
Getting Started with GitHub Copilot App: A Beginner's Guide to AI-Assisted Development
A detailed guide to GitHub Copilot's standalone app covering project creation, AI agent collaboration, canvas features, and tips to help developers get started with AI-assisted development.
Read more →
·4 min
Gemini 3.5 Pro Hands-On: No More Lazy Code Generation, Complete Projects in a Single Output
A Reddit user tested Gemini 3.5 Pro in Arena and found it generates 20+ files with hundreds of lines of code per file in a single pass, with no lazy shortcuts or placeholders.
Read more →
·4 min
AI Coding Tools in Practice: Which Ones Actually Stuck with the Team?
A 12-person product team shares real-world experiences with Cursor, Codex, Claude Code, and CodeRabbit—exploring efficiency plateaus, scenario matching, and selection criteria for AI coding tools that actually stick.
Read more →
·3 min
Kimi K3 Released: How a 2.8 Trillion Parameter Open Model Reshapes AI Cost-Effectiveness
Moonshot AI unveils Kimi K3: a 2.8 trillion parameter, 1M context, natively multimodal open model. With KDA architecture and ultra-low cost, it rivals GPT-5.6 and Fable 5, redefining AI cost-effectiveness.
Read more →
·3 min
GLM 5.2 Hands-On: An Open-Source, Low-Cost Model That Rivals Opus
In-depth hands-on review of GLM 5.2: a 753B-parameter open-source model with a 1M-token context, rivaling Opus 4.8 at about one-tenth the price. Full setup guide for Claude Code and Cursor.
Read more →
·3 min
Herder: The Open-Source Terminal Tool for Unified Management of Multiple AI Coding Agents
Herder is an open-source terminal multiplexer for macOS and Windows that unifies management of Claude Code, Codex, OpenCode, and other AI coding agents—with persistence and remote reconnection.
Read more →
·3 min
Cursor + Claude in Action: Building a Python Student Management System from Scratch with AI
A step-by-step guide to building a Python student management system from scratch using the AI editor Cursor with Claude. Covers Agent, Ask, and Manual modes, model selection, and the full workflow.
Read more →
·4 min
Getting Started with PiDeck: A Complete Guide to the Local AI Coding Workbench
PiDeck is a free, open-source local AI coding workbench that provides graphical management for CLI tools like Claude Code and Cursor. This guide covers installation, model authentication, project management, and advanced conversation tips.
Read more →
·4 min
Getting Started with PiDeck: A Complete Guide to the Local AI Coding Workbench
PiDeck is a free, open-source local AI coding workbench that provides graphical management for CLI tools like Claude Code and Cursor. This guide covers PiDeck installation, model auth, project management, and advanced conversation tips.
Read more →
·4 min
Claude Code from Scratch: A Complete Guide from Installation to Enterprise-Grade Development
A complete guide to Claude Code from beginner to enterprise practice: covering CLI installation, connecting domestic LLMs via CC Switch, basic commands, Git workflow integration, automated bug fixing, and engineering capabilities like MCP and SubAgents.
Read more →
·1 min
Grok 4.5 Free on Cursor: Performance, Cost, and How to Use It
xAI's Grok 4.5 has landed in the Cursor editor, free on all plans. This article covers how to enable it, benchmark performance, token cost comparisons, and practical strategies for pairing it with your main model.
Read more →
·2 min
OpenCode: The Complete Guide to the Open-Source Coding Agent Chosen by 8 Million Developers
OpenCode has become the world's most popular open-source coding agent—8M monthly active developers, 75+ model providers, and custom sub-agent routing. This deep dive covers its core features, config tips, and business model.
Read more →
Chat2DB: An AI-Powered Database Manage…
·1 min
Chat2DB: An AI-Powered Database Management Tool for Operating SQL in Natural Language
Chat2DB is an open-source AI database management tool by the OtterMind team, supporting MySQL, PostgreSQL, Oracle, and more. Generate SQL via natural language. 26,000+ GitHub stars.
Read more →
·2 min
A Stable AI Coding Workflow: A Practical Guide That Works Across 4 Major Editors
For VS Code, Cursor, Windsurf, and JetBrains users! An editor-agnostic AI coding workflow: clean workspace, understand before acting, make small changes, review diffs—bring order to AI coding.
Read more →
·2 min
Getting Started with Claude Code: Why Terminal Agents Are the Top Choice for Enterprise AI Testing
What is the fundamental difference between terminal agents and device agents? This article breaks down Claude Code's core positioning, the key logic for enterprise AI testing selection, and the advantages of the Claude Code + DeepSeek combination.
Read more →
·1 min
Grok 4.5 Free in Cursor: Performance, Cost, and Usage Guide
xAI's Grok 4.5 has landed in the Cursor editor, free on all plans. This guide covers how to enable it, benchmark performance, token cost comparisons, and practical mix-and-match strategies to maximize this free window.
Read more →
·3 min
Laguna S 2.1: The Open-Source Coding Model That's 14x Smaller Yet Stronger
Poolside releases Laguna S 2.1, an open-source agentic coding model: 118B total params with only 8B active, scoring 40.4% on DeepSWE — ~4.5x DeepSeek V4 Pro Max. Supports 1M-token context, deployable on a single workstation.
Read more →
·3 min
OpenAI Releases GPT-5.6 and ChatGPT Work: The Era of Autonomous AI Has Arrived
OpenAI launches GPT-5.6 (Sol, Terra, Luna), ChatGPT Work, a new desktop app, and Sites hosting. AI evolves from a Q&A tool into an autonomous work partner for finance, file management, and more.
Read more →
·6 min
The AI Industrial Age Arrives: Compute Wars, Chip Reconstruction, and the GPT-5.6 Cheating Scandal Explained
Five key AI industry trends: Doubao surpasses 180 trillion daily calls, OpenAI's in-house AI chip, NVIDIA's $3-4 trillion compute forecast, China catching up, and the GPT-5.6 cheating scandal.
Read more →
·5 min
From Vibe Coding to AI Engineering: A Complete Guide to Enterprise-Grade Development
In the AI programming era, Vibe Coding alone can only build toys. This article deeply analyzes the complete engineering path from Vibe Coding to SDD spec-driven development, covering Claude Code and Codex tool selection, the SuperPower plugin, and domestic LLM comparisons.
Read more →