#prompt templating
23 related articles
·2 min
Building a Contract-Grade Verifier for AI-Generated GPU Kernels: Solving the LLM Code Trust Problem
Explore how contract-grade verifiers validate LLM-generated GPU kernel correctness, addressing trust issues like race conditions and out-of-bounds access in AI code generation.
Read more →
·3 min
Deep Dive into Claude Code Auto Mode Security: Classifier and Dual-Layer Defense Architecture
Deep analysis of Claude Code Auto Mode's security architecture, including the independent classifier, dual-layer prompt injection defense, tiered checks, and configuration methods.
Read more →
·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.
Read more →
·2 min
Claude Code Product Development Workflow: From Ad-Hoc Q&A to Systematic Collaboration
Explore how to systematically integrate Claude Code into product development workflows, covering context management, task decomposition, prompt templates, review loops, and team collaboration standards.
Read more →
·3 min
AI Faking Creativity: When Every Office's Ideas Start Looking the Same
Does AI truly have creativity? As enterprises adopt AI office tools, marketing copy collisions and proposal similarities are increasing. This article analyzes the limits of LLM creativity and how to avoid the homogenization trap.
Read more →
·3 min
Stripe's In-House AI Platform Architecture Explained: A Practical Guide to Enterprise AI Implementation
Deep dive into how Stripe built its internal AI platform, covering unified model access layers, RAG knowledge integration, security governance frameworks, and lessons for enterprise AI implementation.
Read more →
·3 min
Prestel and Micronet: Britain's Lost Proto-Internet
Explore Britain's 1979 Prestel Viewdata system and its community platform Micronet 800 — an interactive online service that predated the World Wide Web by a decade, and why it lost to the open internet.
Read more →
·2 min
Abliteration Explained: Building a Custom Uncensored Text Encoder for Krea 2
How a developer ran 4,000 multi-seed abliteration trials to build a 100% HarmBench-compliant uncensored text encoder for Krea 2's Qwen3-VL-4B, with five quantization formats and ComfyUI deployment guide.
Read more →
DocuSeal: An Open-Source DocuSign Alte…
·2 min
DocuSeal: An Open-Source DocuSign Alternative — A Deep Dive into Self-Hosted E-Signature
DocuSeal is an open-source, self-hosted e-signature tool built with Ruby — a strong DocuSign alternative. Learn its features, architecture, and deployment options.
Read more →
·5 min
Connecting DeepSeek V4 in VSCode: Complete Claude Code Plugin Setup Tutorial
Shrinking GitHub Copilot student benefits? Learn to install the Claude Code plugin in VSCode and connect the DeepSeek V4 API via CCSwitch—powerful Agent capabilities at 25% price, no IDE switch needed.
Read more →
·7 min
AI Agent Development: A Four-Stage Competency Model from 15K to 40K RMB Salary Growth Path
A detailed four-stage competency model for AI Agent development: from Python/RAG basics (15K) to workflow orchestration (20K), inference optimization (30K), and Agent cluster governance (40K RMB).
Read more →
·3 min
MiniMax Hub In-Depth Review: Hands-On with an All-in-One AI Creative Workstation
Hands-on review of MiniMax Hub desktop app — testing a full creative workflow from PDF brief to finished video, covering canvas editing, image tools, video generation, and the skills system.
Read more →
·2 min
v0 Integrates with Shopify: AI Conversations Generate Production-Grade E-Commerce Websites
Vercel's AI tool v0 announces deep Shopify integration, enabling users to generate production-ready e-commerce storefronts via natural language prompts.
Read more →
Tutorials·4 min
Zero-Code in Practice: Building and Publishing a WeChat Mini Program from Scratch with AI
Complete guide to building and publishing a WeChat Mini Program with zero coding using ChatGPT and Codex — from account registration to AI-generated design, code, and question banks to review and launch.
Read more →
Tutorials·3 min
No Code Written: Launching a Personal Website in Two Hours with Gemini + Qoder
Build a website with zero coding! Learn how to use Gemini 3 for frontend code generation and Qoder for debugging and deployment to launch a personal site in two hours.
Read more →
Tech Frontiers·2 min
AI Programming: Building a WeChat Scan-to-Order Mini Program in 2 Hours with Cursor + Claude
Build a complete WeChat scan-to-order mini program in 2 hours using Cursor + Claude. Cloud-based, zero server cost, covering ordering, order management, and voice alerts.
Read more →
Tutorials·3 min
AI-Generated Editable Native PPT: A Hands-On Tutorial with PptxGenJS + OpenCode
Say goodbye to AI-generated PPTs that export as screenshots. Learn how to use PptxGenJS with AI coding tools like OpenCode to generate fully editable native PPTX files with a single command.
Read more →
Product Reviews·3 min
Manus vs Tiangong vs Liaobots: AI Subtitle Translation Real-World Scoring Comparison
Real-world comparison of Manus, Tiangong, and Liaobots translating English tech presentation subtitles, scored across colloquial handling, terminology accuracy, and ASR error correction.
Read more →
Deep Dives·3 min
How the Single Responsibility Principle Is Revolutionizing Prompt Engineering: A Modular AI Narrative Architecture Explained
Explore how the Singulari-Tea Codex open-source project applies the Single Responsibility Principle (SRP) to Prompt architecture design, building a modular AI narrative system optimized for Gemini 2.5 Pro.
Read more →
Product Reviews·2 min
IBM Granite 4.1 Open-Source Models: Real-World SVG Generation Comparison Across 21 GGUF Quantization Variants
IBM releases Granite 4.1 Apache 2.0 open-source LLMs. Simon Willison tests all 21 GGUF quantization variants from Unsloth, revealing that 3B model limitations overshadow precision differences.
Read more →