#performance bug
2516 related articles
Product Reviews·1 min
Gemini 3.5 Flash Falls Flat: Great Benchmarks, Terrible Real-World Performance, and a Buggy CLI
Gemini 3.5 Flash benchmarks look great but it's the only model that failed real-world coding tests. Prices surged 20x with poor token efficiency.
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Tech Frontiers·2 min
DeepSeek-V3.2-Exp Discovers RoPE Implementation Bug: Interleaved Format Mismatch Causes Inference Performance Degradation
A RoPE interleaved format mismatch bug was found in DeepSeek-V3.2-Exp's inference demo, causing silent performance degradation. Learn the root cause, technical details, and fix.
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·3 min
Nvidia's AVO Achieves Perfect Score on ARC-AGI-3: A Breakthrough in Interactive Reasoning
Nvidia's AVO system scores 100% on the ARC-AGI-3 interactive reasoning benchmark. We analyze the technical significance, reasons for caution, and implications for AGI research.
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·4 min
From Backend to AI Agent Engineer: A Practical Path That Survived Big Tech P7 Interviews
How can a backend engineer with 6 years of experience transition to AI Agent engineering and pass big tech P7 interviews? A practical guide covering engineering stability, semantic caching, Anthropic's ecosystem, and MCP protocol.
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·4 min
AI Agent Development in Practice: A Complete Breakdown from Framework Selection to Production Deployment
A systematic breakdown of the complete AI Agent development workflow covering framework selection, tool invocation, data processing, and deployment to help developers build production-ready agents.
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·3 min
Getting Started with Vibe Coding: The Core Logic and Methods of Programming with an AI Mindset
A deep dive into Vibe Coding's core logic — from prompt engineering to AI programming practice. Master requirement decomposition, multi-tool workflows, and code debugging.
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·4 min
Getting Started with Claude Code: A Complete Guide from Installation to the Fifth Stage of AI Programming
A deep dive into Claude Code's positioning, installation, and usage tips, covering the five stages of AI programming evolution and how developers can build competitive advantages in the AI era.
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·3 min
Local: A Privacy-First AI Tool That Runs Entirely on Your Mac — No Internet Required
Local is a free macOS app that runs AI entirely on your Mac — no accounts, no internet needed. It supports chat, coding agents, and meeting notes with up to 5.4x performance gains.
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·4 min
Cross-Platform Maintenance for Open-Source Apps: Ecosystem Friction Between iOS and Android, and Engineering Solutions
An analysis of open-source app challenges on iOS vs Android — Apple's 7-day signing limit, $99 annual fee, closed distribution — with Kotlin Multiplatform engineering solutions.
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·2 min
Codex Beginner's Complete Tutorial: A Step-by-Step Guide from Installation to Real-World Development
Complete beginner's guide to OpenAI Codex: covers setup, multi-language support, prompt templates, and real-world development workflows to boost coding efficiency.
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·4 min
Deep Dive into DeepSeek Harness: The 'Everything is a Plugin' AI Agent Framework
DeepSeek Harness is an open-source AI agent framework with an "everything is a plugin" modular architecture. Learn about its core design, four operating modes, V4 Pro model, and real-world use cases.
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·3 min
Is the Jetson Nano 4GB Still Worth Buying? A Guide to Avoiding Pitfalls in Edge AI Hardware Selection
Is the Jetson Nano 4GB still worth buying? This guide compares TOPS metrics, real-world FPS, and cost-effectiveness across Jetson Orin Nano, Raspberry Pi + Coral, and more for edge AI projects.
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·3 min
From 90s CASE Tools to AI Coding: Engineering Lessons Spanning Three Decades
Reflecting on the rise and fall of 90s CASE tools and their parallels to today's AI coding assistants. Why tools evolve but an engineer's judgment remains the ultimate competitive advantage.
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·3 min
From Demo to Production: A Complete Guide to Engineering Enterprise AI Agents
A complete methodology for taking enterprise AI Agents from Demo to production, covering task decomposition, tool management, state persistence, error recovery, and result validation.
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·3 min
Vessel: A Local LLM Observability Proxy for Request Capture and Cross-Model Replay Comparison
Vessel is a free, open-source local LLM observability proxy supporting Ollama, LM Studio, and more. Capture requests, track tokens, replay across models, with built-in MCP server and Web UI.
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·3 min
Superagent Open-Source AI Coding Assistant: A Fresh Approach to Giving Agents a Computer
Superagent is an open-source AI coding assistant that equips Agents with a real browser, iOS simulator, and file system. A native Mac app alternative to Claude Code with no account required, local execution, and end-to-end encryption.
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·3 min
Hands-On with Perplexity Local Inference: Flexible Model Switching on DGX Spark
Hands-on testing of Perplexity's local inference on NVIDIA DGX Spark: deployment workflow, resource usage, inference speed, and switching between cloud and Ollama models via custom endpoints.
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·2 min
vphone-cli: Manage iOS Virtual Machines from the Command Line, Double Your Automation Testing Efficiency
vphone-cli is a Swift-based open-source CLI tool for creating, managing, and automating iOS virtual devices. Learn its core features, use cases, and tips to boost CI/CD and testing efficiency.
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·3 min
MeArm Robotic Arm Plays Tic-Tac-Toe: Vision Recognition + Decision Algorithm + Mechanical Control in Practice
A deep dive into the MeArm Tic-Tac-Toe project covering OpenCV vision recognition, Minimax decision algorithm, and inverse kinematics control — a complete robotics system in miniature.
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·3 min
ChatGPT Thinking for 910 Minutes Non-Stop? The Truth Behind Stuck Long Tasks and How to Handle Them
A user found ChatGPT's thinking state lasted 910+ minutes while the task was actually stuck. This article analyzes the technical causes and offers practical solutions.
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