#SWE-Agent
55 related articles
Tutorials·2 min
Codex /goal Command Tutorial: A Practical Guide from AI Q&A to Automated Task Execution
Learn how to use Codex CLI's /goal command with a five-part goal template, suitable task types, and best practices for shifting from prompt engineering to task engineering.
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Product Reviews·2 min
Amp Coding Agent: A Comprehensive Analysis of Sourcegraph's Free AI Coding Tool
Sourcegraph launches Amp, a free AI coding agent with autonomous reasoning and code editing, compatible with VS Code, Cursor, Windsurf. Full analysis of capabilities and market positioning.
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Product Reviews·2 min
Superset 2.0 Deep Dive: A New IDE for Running Hundreds of AI Coding Agents in Parallel
Deep analysis of Superset 2.0 IDE's core features including multi-agent parallel execution, sandbox isolation, and unified monitoring, exploring AI coding's evolution toward agent orchestration.
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Industry Insights·2 min
How Ramp's Engineering Team Uses Codex to Accelerate Code Review: From Hours to Minutes
Fintech company Ramp combines OpenAI Codex with GPT-5.5 to build an AI-driven code review workflow, cutting feedback time from hours to minutes through a layered human-AI collaboration model.
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Expert Opinions·2 min
AI Godfather Hinton's Latest Warning: AI Has Learned to Deceive, Programmers Will Be Replaced
Nobel laureate Hinton warns in CNN interview that AI has learned deception and self-preservation, predicts programmers will be replaced at scale, and criticizes OpenAI and Meta for neglecting safety.
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Deep Dives·1 min
Harness Engineering Explained: The Underlying Principles and Practical Methods for Controlling AI Agents
Deep dive into Harness Engineering: controlling AI Agents through rules, tool configuration, and workflow design, plus feedback mechanisms and Lifelong AI Agent practices.
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Expert Opinions·2 min
The Endgame of AI Programming: Why It Might Return to Assembly Language
Exploring the ultimate form of AI programming: when AI fully takes over coding, will high-level languages lose their purpose? Analyzing the possibility of AI writing assembly directly.
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Tech Frontiers·2 min
Codex CLI 0.128.0 Released: /goal Command Enables Automatic Looping Until Objective is Complete
OpenAI Codex CLI 0.128.0 introduces the /goal command, enabling autonomous looping until objectives are met or token budgets are exhausted. Analysis of its Ralph Loop implementation and safety controls.
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Tech Frontiers·2 min
SWE-bench Opens Evaluation Environments and Training Recipes: Dramatically Lowering the Barrier to AI Coding Agent Development
SWE-bench opens evaluation environments, task sets, trajectories, and training recipes, dramatically lowering the barrier to AI coding agent development.
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Tech Frontiers·3 min
SWE-bench Official Blog Launches: AI Coding Evaluation Enters a New Phase
SWE-bench launches its official blog for in-depth content on AI coding evaluation, AI Agents, and toolchains—signaling a new phase of maturity and standardization in AI programming benchmarks.
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Tech Frontiers·2 min
Qwen Continues to Lead on SWE-bench: The Rise of Open-Source AI Coding Models
Qwen team leads open-source models on SWE-bench, demonstrating strong software engineering capabilities. This article analyzes SWE-bench standards, Qwen's progress, and the value of open-source AI coding tools.
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Product Reviews·3 min
ZeroClaw: Deep Dive into the Multi-MCP Router & SDK Toolkit for Claude Code
Deep dive into ZeroClaw Plugin Hub, a multi-MCP router and SDK toolkit for Claude Code. Explore its routing capabilities, Agentic CLI design, SDK architecture, and how it solves AI tool ecosystem fragmentation.
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Product Reviews·3 min
Crafta-Bench: A Deep Dive into the Benchmark Tool for Cursor Background Agents
Deep dive into the crafta-bench open-source project, a benchmark tool designed for Cursor Background Agents. Explore AI coding Agent evaluation dimensions, industry trends, and practical implications.
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Deep Dives·6 min
learn-claude-code: Deep Dive into the 58K-Star AI Agent Framework
Deep analysis of the 58K-Star open-source project learn-claude-code: building a Claude Code-like programming agent from scratch. Deconstruct the Agent Harness, ReAct loop pattern, and Bash execution layer.
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Tutorials·3 min
Codex CLI /goal Command Explained: Set a Goal and Auto-Loop Until Completion
Codex CLI 0.128.0 adds the /goal command for goal-driven auto-loop execution. This article explains its core mechanism, prompt engineering implementation, and Ralph Loop pattern for AI coding agents.
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