A developer built PhantomShell, a local-first "haunted terminal" that pairs a FastAPI and psutil monitoring backend with a local open-weight LLM served through Ollama to explain suspicious system acti…
A developer published a hands-on walkthrough for building a retrieval-augmented generation (RAG) PDF summarizer using Streamlit, LangChain, Chroma, and OpenAI-compatible chat and embedding models. The…
A developer built Anclum, a directory of roughly 8,900 MCP servers, agent skills and open-source AI tools, after auditing entries for clean links and licence data rather than accepting paid placement.…
Cloudflare disclosed that a KV-cache pool sized for 681,280 tokens, short of the advertised 1,048,576-token context window for GLM-5.3 on Workers AI, combined with an SGLang bug that signaled 'transfe…
Abhishek Kumar Sahu built Ghost in the Machine, a ghost story generator that runs the open-weight Gemma 3 1B model locally through Ollama rather than calling a hosted AI API. The project pairs a React…
Developer Quentin Wendegass tested detection of AI agents on a website by sending 23 of them to the site and found that most presented as human traffic, concluding that reliable agent detection is dif…
A developer published a pattern for wiring raw Vulkan compute shaders directly to a quantized INT8 diffusion-based segmentation model on Android, targeting the Pixel 9's Adreno 750 GPU. The approach b…
A security writeup details how most data-leaking OpenClaw installs are misconfigured rather than hacked, with public gateways, open DM policies, unvetted skills and unsandboxed shell access giving str…
A developer built Toolgrain, an MIT-licensed TypeScript toolkit that makes MCP tools standalone definitions bundling a description, Zod input/output schemas, and a handler, which servers then register…
Developer Varun-666 built PHANTOM Terminal, a local-first, AI-powered "haunted terminal" web app that turns user-supplied text fragments into eerie transmissions using an open-weight model served thro…
A developer guide outlines how sites can be crawled and cited by AI systems, recommending that operators allow search-focused AI crawlers such as OAI-SearchBot, Claude-SearchBot and PerplexityBot in r…
A developer built Afterlight, a static browser-based ghost-story generator that runs the open-weight Xenova/flan-t5-small model locally via Transformers.js, requiring no backend, API key, or hosted in…
A developer built an AI File Organizer in Python that uses predefined rules for common file extensions and queries a locally running Gemma 3 model via Ollama to suggest categories for unfamiliar exten…
A Sipplay engineer reported that in an internal memory-retrieval evaluation of three embedding models on 200 Chinese memory cards and 80 queries, Voyage 4 and Qwen3 Embedding 8B tied at 95.0% Hit@1 wh…
A developer documented using Doremi, an AI music generation workspace, to produce a 30–60 second soundtrack bed for a product demo on a near-zero budget. The workflow centered on comparing Suno, Murek…
A developer running two AI assistants on English and Romanian company sites found the Romanian assistant had been quoting a website package at 9,800 lei instead of the catalogue's 11,900 lei since 27 …
A developer built Older Card, a local tool that asks Gemma 3 1B via Ollama to write a single remembrance line for a note, then discards the line unless every content word already appears on the origin…
A developer built Wayback Séance, an open-source app that lets users converse with defunct websites by pulling their snapshots from the Internet Archive and reading them with a locally hosted open-wei…
A developer built COBOL-GHOUL, an offline terminal chatbot that role-plays as the "spirits" of dead programming languages such as COBOL, ALGOL 60 and Fortran. The agent runs Google's open-weight Gemma…
A developer built a zero-touch autonomous pipeline that uses Antigravity IDE's agent, the glab CLI, and CodeRabbit to handle GitLab merge request lifecycles end to end—reading maintainer emails, rebas…