#prompt engineering for testing
1574 related articles
·2 min
ChatGPT Screenshot Upload Failing? A Troubleshooting Guide for Pro Users
ChatGPT Pro user getting redirected to upgrade page when uploading screenshots? This guide analyzes implicit rate limits, account status anomalies, and gradual rollouts, with complete troubleshooting steps.
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·2 min
Agent-Devtools: A Deep Dive into the Local-First AI Agent Debugging Tool
Agent-Devtools is a 100% local AI Agent debugging tool supporting causal debugging, behavior diff, deterministic replay, and context provenance. No API Key needed, with native LangChain integration.
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·1 min
Delphi 13 Community Edition Free Download: The Classic RAD Tool for Cross-Platform Native Development Returns
Delphi 13 Community Edition is now available for free download. Explore its cross-platform native compilation, features, licensing, and Object Pascal's unique value in modern development.
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·4 min
A Beginner's Guide to Vibe Coding: A Comprehensive Look at AI-Native Development
A comprehensive guide to Vibe Coding, the AI-native development paradigm covering core concepts, workflows, tech stack recommendations, pros and cons, and future trends.
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·4 min
RAG in Practice: Building a Million-Scale Medical Consultation AI System with Retrieval-Augmented Generation
Learn how to build a medical AI assistant using RAG covering 790 diseases and 1.7M consultation records, with complete implementation of knowledge base construction, vector retrieval, BERT fine-tuning, and recall-ranking optimization.
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·3 min
SJTU's ARIS Framework: Making Research Agents Reliably Conduct Autonomous Science
Shanghai Jiao Tong University releases ARIS framework for reliable end-to-end research automation. Self-review loops, score thresholds, and human-in-the-loop design solve AI agent drift problems.
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·6 min
Cloudflare OS Deep Dive: Security Architecture and Implementation Path of an Open-Source Enterprise Agent Platform
Deep dive into Cloudflare OS open-source enterprise agent platform, covering zero-permission security model, Gatekeeper governance, agent workspaces, application architecture, and model-agnostic strategy.
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·3 min
AI Penetration Testing in Practice: Connecting Browser and Burp Suite via MCP Configuration Guide
Learn how to connect AI to Firefox browser and Burp Suite via MCP protocol for automated penetration testing, covering installation, JSON configuration, and practical tips.
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·5 min
The AI Agent Security Crisis: Why Generators Cannot Also Be Validators
Based on real data from Snyk's 4,800 enterprise customers, a deep analysis of three AI agent security pain points: automated attacks, untrusted outputs, and governance blind spots.
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·5 min
Harness: The Operating System That Takes LLM Agents from Demo to Production
Deep dive into Harness technology: how context engineering, memory management, and multi-agent architecture transform LLM agents from stochastic demos into stable production systems.
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·4 min
Getting Started with LangChain 1.3: Ecosystem Architecture & Agent Development Complete Guide
Complete guide to LangChain 1.3 ecosystem: four core modules (LangChain, LangGraph, DeepAgent, LangSmith), from setup to building your first Agent with tools, prompts & memory.
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·3 min
ml-pipes: Building Software Engineering Best Practices Into ML Inference Pipelines
ml-pipes is an open-source framework that builds pre-run validation, pipeline inspection, tracing, and benchmarking into ML inference pipelines, bridging the MLOps engineering gap.
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·3 min
Troubleshooting Guide: Comet Browser Can't Access LAN Devices After Update
Comet browser v151 can't access Plex, Proxmox & LAN services? Deep analysis of Chromium's Private Network Access policy changes with practical solutions including flags settings and HTTPS configuration.
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·3 min
Claude Code Cross-Session Messaging Explained: No More Manual Relay Between Windows
Learn how Claude Code's cross-session messaging works—enabling direct communication between multiple windows without manual copy-pasting, boosting AI coding collaboration.
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·4 min
Directing AI Game Development from a Phone: A Programmer Couple Builds a Complete RPG with AI Coding
A programmer couple built a complete RPG using only a phone-based AI workbench, revealing how foundational knowledge amplifies AI-assisted development.
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·4 min
Cursor's Frequent Updates Spark Controversy: How to Balance Rapid Iteration with Stability?
Cursor AI code editor faces backlash over near-daily updates that break core features for months. This article analyzes the tension between rapid iteration and stability in AI dev tools.
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·2 min
Tencent Open-Sources Hy3D WorldClaw: Text-to-Explorable 3D Open World Generation
Tencent's Hunyuan team open-sources Hy3D WorldClaw, generating large-scale explorable 3D worlds from text via agentic workflows, outputting editable game-ready mesh assets.
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·2 min
AI Store Management Experiment: Friendly but Not Smart Enough — Revealing the True Capability Boundaries of AI Agents
A new study had AI independently run a store, revealing that AI shopkeepers are friendly but make poor business decisions. Analysis of AI Agent real-world capability limits.
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·2 min
The deep_think Tool Accidentally Leaks Hidden Reasoning Chains from Large Language Models: The Fragility of Chain-of-Thought Security Boundaries
Researchers found that providing a deep_think tool to OpenAI and Anthropic models causes unexpected leakage of hidden reasoning chains, exposing the fragility of CoT security boundaries.
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·3 min
Practical Guide to Accelerating LLM Inference with Apple Silicon Virtual Machines
A deep dive into accelerating llama.cpp inference in macOS VMs using Apple Silicon's unified memory architecture, covering Metal backend configuration, memory allocation, and quantization optimization.
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