A developer published a walkthrough showing how to build a retrieval-augmented generation (RAG) pipeline from scratch in a single Python file using only three libraries — ChromaDB, sentence-transforme…
A security researcher built drvscan, a Python static analyzer for Windows kernel drivers that scores them for the dangerous primitives that enable bring-your-own-vulnerable-driver (BYOVD) attacks, and…
A developer built The Security Dictionary: Trail Edition, a self-contained HTML tool that teaches children ages 5–13 cybersecurity concepts by turning them into outdoor missions, with missions generat…
A developer argues that most LLM extraction failures are contract failures rather than intelligence failures, and proposes a schema-first prompt that splits the task into four labelled inputs: unstruc…
A developer reports that the replay exit code in The Pairing Hour persisted even after a model edited the fixture, pointing to a testing or CI pipeline issue in an AI-assisted development workflow. Th…
A developer built SolSecureAI, a crowdsourced AI red-teaming platform that uses Solana smart contracts to transparently manage security rewards for finding LLM vulnerabilities such as prompt injection…
A developer built TouchGrass AI, an open-source wellness app that uses an open-weight Qwen 2.5 3B model served through Ollama to generate small real-world outdoor quests encouraging users to step away…
A developer built a prompt-injection benchmark that planted a malicious AGENTS.md file in a repository to test whether frontier AI coding agents would blindly follow repo setup instructions. Both GPT-…
Johan, a developer running the multilingual Magento 2 plant store Introgreen, built two custom AI tools: Plantcoach, a context-aware RAG assistant that retrieves advice from the store's own plant know…
A developer has built LearnOptima, an AI tutoring product from Valynx, that gates each day of a generated 30-day or 100-day learning plan behind an 80% quiz score, blocking access to the next lesson u…
A developer released RepoTunnel, an open-source bridge that connects ChatGPT Web conversations to approved local repositories, terminals and desktop tools, allowing the model to read and edit files, r…
A developer built Rootbound: Solitary Sprouts, a 3D web app that pairs introverts with a floating gourd companion that grows when users complete solo outdoor activities. The app uses Next.js, Tailwind…
A developer published a fail-closed "ship card" template for AI CLI tools that refuses to run unless committed evidence — dry-run stdout, a diff patch, and a zero exit code — is present alongside path…
A developer built GrassQuest, a local-first photo scavenger hunt that uses Gemma 3 4B via Ollama to generate five nature-finding tasks, verify user-submitted photos, and write a short field journal fr…
A developer built Horizon, an MIT-licensed open-source Python agent that combines Open-Meteo weather forecasts with Skyfield astronomy data to recommend the best one-to-three-hour window for going out…
A developer's hands-on comparison of two image-to-3D tools found that Meshy AI produced a sculptural lamp mesh with 76,034 triangles and 43,446 vertices, while SupaVoxel returned roughly 1,500,000 tri…
A developer explains that remote MCP servers can report as "connected" while still returning 401 on tool calls, because discovery methods like initialize and tools/list are deliberately open while too…
A developer built an adaptive neuro-symbolic planning stack for soft robotics maintenance that uses a learned predicate layer to map continuous sensor streams to probabilistic symbolic predicates, avo…
A developer on the Bulin47AI project described a job-state design for asynchronous AI video generation that adds a dedicated "submission_unknown" state to avoid duplicate billable generations when a p…
A developer architected a "Token Vault" service that gives enterprise AI agents secure On-Behalf-Of OAuth delegation by storing user credentials in an isolated, encrypted vault and handing the model o…