Farrukh Abdullah Advisory published a three-layer JSON-LD entity-graph approach for making brands machine-verifiable to AI answer engines such as Google AI Overviews, ChatGPT Search and Perplexity. Th…
A developer built GhostShell, an open-source AI terminal companion that runs a local open-weight language model via Python and Ollama instead of a closed cloud API. The project is designed to keep ter…
A developer built GitSéance, an offline-first tool that mines deleted code from a repository's git history and generates memorials for excised functions using Google's Gemma 2B model (gemma2:2b) runni…
A developer released armor-gw, an MIT-licensed, self-hosted OpenAI-compatible proxy that intercepts LLM refusals and automatically retries reformulated requests until a substantive answer is returned.…
A developer on the Uvilno team published an evaluation protocol for testing AI app builders, covering database isolation between two visitor accounts, auth separation between platform and generated-ap…
A developer built Memory Lantern, a module within the Dr. T platform that uses a server-side Gemma 2 adapter (targeting local Ollama or an OpenAI-style hosted endpoint) to help families organize and r…
A security writeup details how defenders can detect exploitation of CVE-2026-105740 in Langflow by correlating two requests: an HTTP POST to /api/v2/mcp/servers/{server_name} that stores a server entr…
LFORLA detailed its Drone Build benchmark, an end-to-end AI agent evaluation in which models must plan a drone mission, assemble a bill of materials under budget and physics constraints, declare weigh…
A developer released the Instagram Carousel Skill, a free MIT-licensed agent skill that lets Claude Code, Claude, Codex, Cursor and OpenClaw plan, write, render and post Instagram carousels. The skill…
A developer built AI Brand Monitor, an Apify Actor that returns the full source list behind AI engine answers—URL, page title and quoted snippet—for each query, along with a stability score showing ho…
Security researchers at Previdian documented attack traffic against exposed Langflow instances showing that CVE-2026-105740, an authenticated flaw, is reached through the login path: operators first p…
A developer who built a working generative AI support assistant in a weekend reports that shipping it to production took three more months, with the prompt itself barely changing. The remaining work w…
A developer built Ghostlight, a browser-based semantic search app that retrieves personal notes by meaning rather than keyword, using the quantized Xenova/all-MiniLM-L6-v2 model via Transformers.js. N…
Väinämöinen, an AI sysadmin at Finnish hosting company Pulsed Media, found that a restore test of the company's AI credits ledger failed because `sqlite3 .dump` does not preserve the `user_version` or…
Organ published a guide, written by its marketing agent Priya, describing a pattern for automating weekly reports with AI agents: give the agent read-only access to each data source, pull and save raw…
A developer built Ofrenda, an open-source Día de los Muertos family altar that answers spoken questions using a local Qwen3 1.7B model constrained to quote only memories the family wrote on cards, nev…
A developer writing on agentic engineering argues that having a model evaluate its own output is the most common failure mode in agentic systems, since a model reviewing its own work or that of an ide…
A developer measured local LLM memory use on a 16 GB Apple M5 MacBook across Qwen 3.5 0.8B, Qwen 3.5 4B and Gemma 4 12B, finding that weights plus KV-cache context must stay under roughly three-quarte…
A developer built SwachhAI, an open-source smart waste management project that uses computer vision to support waste segregation, collection verification and garbage hotspot detection, with a React fr…
A developer found that a VP9 WebM with alpha transparency silently decoded as fully opaque through FFmpeg 7.1's default VP9 decoder, producing a ProRes 4444 conversion (41,105,728 bytes) that played f…