A developer built a 'bug-reporter' Skill for Claude Code that automatically turns test failures into structured bug reports with evidence-based reproduction steps. The Skill uses guardrails to prevent…
Meta, Mistral, and other companies are releasing powerful open-source AI models for free as a strategic move to commoditize the ecosystem and gain market share, not out of generosity. The real value l…
A Honda service advisor in South Florida built a production SMS agent that handles customer inquiries in six languages, booking appointments and answering questions from the owner's manual. After read…
A developer built AMA, a Retrieval-Augmented Generation (RAG) system for Lagos State University (LASU) that uses Gemma 4 via OpenRouter to answer student questions about lecturers, hostels, and intern…
Modern QA teams must master AWS to test cloud-native, microservices, serverless, containerized, and AI-driven applications. The guide covers architecture, key services, workflows, security, cost, obse…
A developer reports that Alibaba's Qoder, an AI coding tool similar to Antigravity, offers dramatically lower costs than Western competitors like OpenAI and Google, with transparent pricing and live u…
An engineer details how to embed JPG snapshots into a production PDF pipeline without breaking accessibility or print layout, covering three common scenarios: live rendering with Headless Chrome or La…
A developer outlines a simple four-step pattern—trigger, data, action, deliver—for building reliable AI agents, arguing that most tasks don't need an agent and that the real engineering lies outside t…
Aniruddha Adak, an AI Agent Engineer and Full-Stack Developer, merged 373 pull requests across open source projects during a bug-smashing spree. Notable fixes include a critical security vulnerability…
A developer created Agent-Up, an open-source desktop app and local server for managing multiple coding-agent environments on one machine. It provides per-workspace process lifecycle, port allocation, …
A developer built an MCP server in Python in about 10 minutes using the official SDK, implementing a single tool that counts words, characters, and lines in text. The server connects to Claude Code vi…
A developer warns that AI coding agents often produce confident but wrong patches when given vague bug reports like 'The upload sometimes fails. Please fix it.' The developer recommends capturing exac…
A developer built `grite`, an issue tracker that lives inside a git repository as an append-only event log with deterministic CRDT merging, eliminating merge conflicts when multiple AI coding agents e…
A security analysis by Symbiotic Security found that 98% of 1,072 Supabase-backed vibe-coded apps had at least one security issue, with 16% containing critical flaws. An academic study by Deng et al. …
An engineer demonstrated that the OpenAI Python SDK can be used to call Anthropic's Claude model by pointing the base_url to Anthropic's compatibility endpoint. The post explains the conceptual separa…
AlphaSMO has launched an MCP server that lets AI agents like Claude and ChatGPT query live SEC 13F filings and insider trading data. The server exposes seven tools, including a 'smart money convergenc…
A developer team built DevSwarm, an AI agent swarm that turns prompts into full-stack apps using open-weight models, and instrumented it with SigNoz for observability. The telemetry revealed that thei…
A developer built a fully local RAG assistant using Ollama, ChromaDB, and LangChain to help technicians query PDF manuals without sending data to the cloud. The system ingests 2,111 pages into 9,669 c…
A developer proposes a 3D/4D model for Secure by Design, distinguishing between designing a system to be secure (3D: Design, Define, Determine) and demonstrating that the implementation is secure (4D:…
A developer built a purpose-driven AI cyberdeck that runs large language models locally without cloud dependencies. The build uses a Raspberry Pi 5, NVMe storage, a Hailo-8 AI accelerator, and a Raspb…