A developer outlines the evolution of web scraping techniques from 2020 to 2026, highlighting modern solutions such as fingerprint randomization, residential proxies, and Playwright for JavaScript ren…
A developer compared DeepSeek V4 Pro and MiMo V2.5 Pro on a real race condition bug from the httpcore library. MiMo found three bugs and proposed a three-phase separation fix, while DeepSeek found one…
A developer created mcpgen, a tool that converts any OpenAPI specification into a ready-to-run MCP server in seconds. The generated server runs over stdio and can be plugged into Claude Desktop or any…
A developer building Halo, an autonomous pentesting agent powered by a local LLM, discovered a critical bug in its failure cache that caused the agent to permanently blacklist tools across unrelated e…
A developer created apte, an async-first test framework for Python that unifies unit tests and LLM evals in the same engine with shared fixtures. The framework uses typed dependencies with Annotated a…
PageToMD, a new CLI tool, converts web pages into clean Markdown optimized for AI agents, featuring NFC-normalized UTF-8 output, YAML frontmatter with metadata, and optional JavaScript rendering for S…
A developer built a Python MCP server from scratch that integrates with the GitHub API, demonstrating how to define tools, resources, and prompts using the Model Context Protocol. The server, which ca…
A developer argues that embedded SDKs for AI agent reliability outperform proxy gateways by eliminating network latency and operational overhead. The comparison shows embedded SDKs add ~0ms latency ve…
HoneyChat, a Telegram-native AI companion with approximately 300 daily active users, experienced a surge from roughly 5 Sentry issues per day to over 4,000 after upgrading from Sentry SDK 1.x to 2.x. …
The article summarizes a backend engineer's practical benchmark of multimodal AI models accessed through a unified API endpoint. The author tested models like Qwen3-VL-32B, GLM-4.6V, and Hunyuan on vi…
A tool called "agenttap" created by a developer who discovered that SDKs often modify prompts before sending them to AI APIs, causing discrepancies between what developers think they're sending and wh…