Tech Blog
Frontend deep dives, architecture design, performance optimization, and development insights
LLM Evaluation Benchmark: Building Automated Model Assessment Frameworks
Complete guide to LLM evaluation, covering benchmark design, automated assessment frameworks, Arena-style evaluation, and production model quality monitoring.
LLM Fine-Tuning in Practice: LoRA, QLoRA, and RLHF for Domain Adaptation
Production guide to LLM fine-tuning with LoRA, QLoRA, and RLHF, covering dataset preparation, training configuration, evaluation metrics, and deployment of fine-tuned models.
LLM Knowledge Distillation in Practice: The Compression Path from Teacher to Student Model
A comprehensive guide to LLM knowledge distillation, covering teacher-student architecture design, distillation strategy selection, progressive distillation, and production deployment of compressed models
LLM Long Context Optimization: From RoPE Scaling to Million-Token Inference
Deep dive into LLM long context optimization, covering RoPE position encoding extension, KV Cache compression, attention pattern optimization, and production deployment of million-token context models.
LLM Red Team Security: Prompt Injection Defense and AI Safety Evaluation
Production guide to LLM red team testing and security, covering prompt injection defense, jailbreak prevention, output filtering, and AI safety evaluation frameworks.
MCP Protocol in Practice: Building AI Agent Tool Chains with Model Context Protocol
Complete guide to Model Context Protocol (MCP) for AI agent tool integration, covering MCP server development, tool discovery, multi-agent orchestration, and production deployment patterns.
Multimodal LLM Deployment: Vision-Language Model Inference and Production
Complete guide to multimodal LLM deployment, covering vision-language model architecture, VLM inference optimization, image understanding pipelines, and production deployment patterns.
RISC-V AI Chip Ecosystem: Open-Source Instruction Set for AI Inference
Comprehensive guide to RISC-V AI chip ecosystem, covering vector extensions, open-source toolchains, AI inference optimization, and domestic chip development.
Rust + WASM Performance Optimization in Practice: Full-Stack Tuning from Compilation to Runtime
An in-depth guide to Rust and WebAssembly performance optimization, covering compile-time tuning, WASM runtime selection, memory management, SIMD acceleration, and production deployment strategies
K8s Native Sidecar Migration: From Init Containers to Kubernetes 1.33 Native Sidecar
Production guide to migrating from init-container-based sidecar patterns to Kubernetes 1.33 native sidecar, covering Istio migration, traffic management, and zero-downtime rollout strategies.
LLM Inference Acceleration Benchmark: vLLM vs TensorRT-LLM vs SGLang in 2026
Comprehensive benchmark comparison of vLLM, TensorRT-LLM, and SGLang for LLM inference acceleration, covering Continuous Batching, KV Cache optimization, quantization strategies, and production deployment best practices.
Vector Database Production Tuning: From HNSW Parameter Optimization to RAG Retrieval Latency Under 50ms
Production-grade vector database tuning guide covering HNSW parameter optimization, Milvus/Qdrant deployment tuning, quantization strategies, hybrid retrieval optimization, and RAG pipeline end-to-end latency optimization.
Vue 3.5 Reactive Performance Tuning: From Reactive Bottlenecks to 10x Rendering Speed
Deep dive into Vue 3.5 reactive system performance optimization, covering shallowRef vs ref, EffectScope lifecycle control, computed caching, large list virtualization, and memory leak detection in production.
WASM Component Model: Build Cross-Language Microservices with WASI Preview 2 in 2026
Complete guide to building cross-language microservices with WebAssembly Component Model and WASI Preview 2, covering Rust/Go/Python component development, WIT interface definition, wasm-compose orchestration, and production deployment.
Zig Embedded Bare-Metal: 5 Core Patterns for Building Safe Firmware Without an OS
From Zig cross-compilation to no-std firmware development, covering complete production-grade Zig embedded bare-metal development
WebGPU Game Engine: 5 Core Patterns for Building 3D Rendering Pipelines in the Browser
From WebGPU rendering pipeline to Compute Shader particle systems, covering complete WebGPU game engine development
Zero Trust Frontend Security Architecture: From Authentication to API Protection
Deep dive into zero trust security model for frontend applications, covering authentication, CSP policies, API protection, security headers and production practices
WebGL GPU Compute in Practice: Browser-Side Parallel Image Processing Architecture
A deep dive into WebGL shader-based GPU parallel image processing, covering Fragment Shader batch pixel operations, convolution filters, color transforms, texture upload, readPixels readback, and performance comparison with Canvas 2D.
WebGPU Compute Shaders: Browser GPU Computing Guide and Optimization
Deep dive into WebGPU Compute Shaders, covering WGSL shader language, compute pipelines, workgroup dispatch and browser GPU computing practices
WebAuthn FIDO2 Implementation: 6 Production Patterns from Registration to Passwordless Auth
From passkey registration to authentication flows, credential management to multi-device support, fallback strategies to production security