Focused on software development, sharing source code and tutorials for various systems.
This article presents a complete citrus detection system using YOLOv8, FastAPI, and Vue3, featuring image/video detection, ablation experiments, negative sample training, and full deployment instructions for agricultural AI applications.
The open-source book-to-skill project (12.7K GitHub stars) pre-compiles books from PDF, EPUB, DOCX, and other formats into structured, chapter-loadable Skills for AI agents, reducing context tokens by 24-51x compared to full-book loading and enabling reusable knowledge workflows for repeatedly referenced technical materials.
The article walks through installing DeepSeek Harness with a single command, configuring a model, using its standard agent mode to automatically build a Vue‑based Markdown editor, observing the execution trace, iterating on minor UI issues, and concluding that the plugin‑centric framework delivers a functional end‑to‑end solution with minimal manual effort.
This article details a full‑stack weather forecast platform that combines Django and Vue3 with LSTM‑based TensorFlow models and an OpenAI‑compatible agent, describing its asynchronous data‑collection pipeline, model training, real‑time visualization, and code architecture for both user and admin interfaces.
A CFO built a SaaS product in two days using Claude Code, but a missing database field caused the task queue’s automatic retries to re‑execute 21 LLM calls, turning a single day’s AI usage into a cost that exceeded the entire month’s server expenses.
The article announces the quiet release of DeepSeek V4 Pro (version 0813), details its token pricing and cache‑hit cost advantages over V4‑Flash, highlights its near‑Fable 5 performance, describes its dual OpenAI‑compatible and Anthropic APIs, and shares resources for AI learning and project integration.
This article introduces RedisInsight, the official visual management tool for Redis, outlines its key features, provides step‑by‑step installation on Linux and Kubernetes, and demonstrates basic usage for monitoring, querying, and memory analysis through the GUI.
This article explains the distinct roles of the AI‑coding skills "grill‑me" and "superpowers", shows how to install and invoke them, compares their positioning, demonstrates a Markdown‑editor workflow, and concludes that the two complement each other rather than compete.
This article walks through RedisInsight’s newly released web version, showing how to deploy it with Docker, highlighting its intuitive UI for browsing and editing various Redis data types, built‑in workbench, slow‑log and memory analysis, multi‑model support, theme switching, and built‑in tutorials.
This article explains the precise differences between Apache Commons Lang's StringUtils.isEmpty, isBlank, and their related methods, providing concrete examples, code snippets, and usage guidelines to help developers avoid common pitfalls when checking string emptiness in Java.
