A developer built Lookabout, an open-source Android app that uses Google's Gemma 4 E2B model running fully on-device via the LiteRT-LM runtime to generate photo-walk challenges and verify each photo o…
A developer built pr-witness, a CI tool that runs a pull request's base-branch tests against the new code to catch cases where an author — human or coding agent — edits a test to match a bug rather th…
A developer built an OpenAI-compatible FastAPI reverse proxy that combines Redis Vector Search semantic caching with OpenTelemetry instrumentation, reporting a 58% reduction in LLM inference bills. Th…
A developer built Planti-Fier, a single-file browser web app that identifies plants from a photo using Google's open-weight Gemma models via the Gemini API, returning scientific and common names, a co…
A developer built a simulation loop that lets a user instruct a SmolVLA vision-language-action model to pack picnic items in natural language, then measured how well the model handles paraphrased comm…
A developer published a guide showing how to cap AI agent GPU spending at the platform level rather than in prompts, citing an example where a forgotten 8-GPU H100 run from Friday evening to Monday mo…
A developer built Nakshatra, a browser-based astronomical radar that guides users to real stars using acoustic cues and a near-black OLED display rather than a virtual sky map. The system uses a dual-…
A developer outlines a changelog habit for managing Anthropic model identifiers, arguing that hardcoded model strings scattered across application code, Terraform variables, CI secrets and dashboards …
Lucy Kim, founder of Karma.Domains, describes auditing link-building donor databases through the Karma.Domains MCP server, which lets AI assistants run live-check tools for authority, traffic, spam sc…
A developer built grounds, an experimental static analyzer for Java written in Rust that runs as a Claude Code hook to catch errors after each agent edit in roughly 0.1 to 0.3 seconds, without needing…
A developer built Nature Bingo, a web app that uses the open-weight Gemma model to generate short, safe nature quests based on a user's interests, available time (5 to 60 minutes), and indoor/outdoor …
A developer built the Offline Nature Identifier, an open-source tool that runs entirely on a laptop without a cell signal, using Ollama and LLaVA for local vision AI to identify plants and animals. Th…
A developer outlined an approach to provisioning production AI infrastructure on AWS using HashiCorp Terraform, defining networking, storage, IAM, model endpoints and monitoring as version-controlled …
A developer built Errand Walker, a phone-first PWA that uses the open-weight Gemma 3 1B model run through llama.cpp to convert a free-text errand list into structured categories, then uses OpenStreetM…
A developer released a WordPress plugin, AI Chatbot, Agents & MCP for Amazon Bedrock, that lets a WordPress site answer visitor questions from its own published pages with source links, using Claude o…
A developer built WalkBacker, an offline-first AI expedition companion that runs under 1 GB of RAM on 8GB laptops and phones with no internet connectivity or location data sent to servers. The tool us…
A developer's guide details Cursor's default agent permissions, showing that the agent reads files, searches code and edits workspace files without approval, while terminal commands, configuration edi…
A developer published a threat model of seven security risks in Model Context Protocol (MCP) servers, covering prompt injection through tool descriptions and outputs, overly broad filesystem roots, in…
A developer built TrailSense, an offline-first web app that identifies bird songs and plants entirely on-device using the Web Audio API and in-browser computer vision. The app runs real-time FFT spect…
A developer built WildStep, an AI-powered outdoor mission generator that turns a user's mood, available time, goal, and surroundings into a personalized checklist of real-world activities, with the st…