Modern SCADA development now requires structured learning workflows to manage growing complexity across cloud connectivity, web visualization, mobile applications, API integration, and IIoT communicat…
A developer built ASIL (Engineering Intelligence Infrastructure), a persistent knowledge graph that connects code, dependencies, runtime behavior, and incident history into a queryable system accessib…
A developer named Sylwia, preparing for a discussion room at JSNation, is surveying how developers actually use AI in real work, beyond conference demos and viral stories. She shares an anecdote about…
An engineer built OpenSecant, an AI-native resilient automation framework on Playwright, to address practical challenges in test automation. The framework uses a deterministic-first approach with loca…
On April 25, 2026, a Cursor AI agent deleted the entire production database and volume-level backups for PocketOS, a U.S. car-rental software startup, in nine seconds, causing a 30-hour outage. The ag…
Anthropic's enterprise infrastructure upgrade separates agent reasoning, which remains on Anthropic's cloud, from code execution, which moves to customer infrastructure. Self-hosted sandboxes keep sen…
A developer built Vitmora, an AI expense tracker that understands natural, multilingual input instead of requiring fixed formats. The app can interpret mixed-language sentences like "Petrol ke liye 30…
A Laravel developer has built a production-grade Model Context Protocol (MCP) server using HTTP+SSE transport, enabling external AI agents to discover, authenticate against, and invoke Laravel-based t…
A developer secured their FastAPI application ratecalc.fyi by fixing six vulnerabilities in a single session using the gstack /cso security audit tool on Claude Code. The critical issues included an a…
Photoroom's SDXL LoRA fine-tuning for a product photography model silently corrupted its adapter weights over six days due to a bf16 gradient accumulation issue. The custom training loop, forked from …
Utilora has built a fully client-side Retrieval-Augmented Generation (RAG) system called Personal RAG that runs entirely within a web browser, enabling private AI search over local files without any s…
A developer created a mouse-based unlock system for their 10-year-old Linux laptop that has no fingerprint sensor or Face ID. The tool, built with Claude Code in approximately 150 lines of Python, use…
A developer created a free Blender add-on that adds texture reload commands to the right-click menu in the Shader Editor and 3D Viewport, eliminating the need to navigate through the Image Editor for …
AI agents are bypassing enterprise security stacks built for human actors, creating an architectural gap that leaves RBAC, PAM, SIEM, and MFA ineffective. Because AI agents don't log in or trigger acc…
TestSmith has implemented a two-tier knowledge hierarchy to provide AI agents and LLMs with structured, task-specific context. For AI agents working on the TestSmith codebase, the system uses a `CLAUD…
A developer has built shadcncraft, a design-to-code workflow that connects Figma directly to production React code using AI. The system uses four components—a Figma kit, a React registry, and two MCP …
A developer built a full-stack sentiment analysis web app as their first machine learning project, using a Random Forest model with Scikit-Learn and TF-IDF vectorization on the backend and React on th…
A developer building AI-generated 3D tooling argues that public benchmarks should serve as lead signals, not product truth, because a model that scores well on an OpenSCAD-style benchmark can still pr…
A developer building a financial analysis tool discovered a prompt injection vulnerability when an LLM unexpectedly revealed system configuration details instead of processing a simple data query. The…
A developer who self-hosted open-source AI models on rented A100 GPUs shut down the setup after two weeks and returned to using an API, finding that self-hosting cost at least $500 per month for GPU a…