TSTidiane Stanoin4sapi.hashnode.dev·1d ago · 10 min readAI Coding Workflow: From Generation to Delivery Overview A growing number of developers leverage large language models to generate code snippets. Tools such as ChatGPT and Cursor can quickly produce functions and API logic, bringing obvious improve00
TSTidiane Stanoin4sapi.hashnode.dev·3d ago · 14 min readKimi K3 vs MiniMax H3: Open-Source AI Agent & Video ModelsAbstract Since mid-2026, open-source large foundation models have split into two distinct technical development tracks: general agentic large models optimized for long-sequence reasoning, and end-to-e00
TSTidiane Stanoin4sapi.hashnode.dev·Aug 6 · 7 min readDeepSeek DSpark Explained: LLM Inference AccelerationMany media summaries frame DSpark as DeepSeek’s launch of a more powerful foundational LLM. This interpretation misses the core value. DSpark represents a critical advancement in speculative decoding,00
TSTidiane Stanoin4sapi.hashnode.dev·Aug 3 · 9 min readContext Engineering for New-Generation Claude Models: Shifting From Hard Rules to Intent-Driven Context DesignIntroduction When sending requests to AI Agents, the user prompt only occupies a small fraction of the full context that models process. System prompts, skill definitions, persistent memory files such00
TSTidiane Stanoin4sapi.hashnode.dev·Aug 3 · 6 min readZCode: First Impression of China’s Native Alternative to OpenAI CodexIntroduction In recent times, Zhipu AI quietly launched ZCode, an AI programming assistant widely referred to as the domestic counterpart to OpenAI Codex. Built exclusively for code generation, compre00
