A developer published a guide to voice AI security and privacy, cataloging common attack vectors including voice-based phishing (vishing), replay attacks, unencrypted audio storage, and model inversio…
A developer built VivaMate, an AI-powered mock viva practice platform, for a friend preparing for technical university vivas. The tool chains a React/Vite frontend on Vercel with a FastAPI backend on …
A developer has released Jeff, a 0.8B open model that answers multiple-choice decision calls — prompt-injection checks, ticket triage, tool choice, grounding checks and spam — by returning a probabili…
Pyronaut launched as a high-performance Python application platform built on GraalVM and Micronaut, fusing the Python AST with the Java compiler and serving Python code through Micronaut's Netty-based…
A developer built Magnus AI, a voice-first Windows assistant for friend Vashkar Ghosh, who must plan meals around his allergies. The assistant streams 16 kHz mono microphone audio over a WebSocket to …
A developer built a local AI system reliability agent that monitors a Windows PC's CPU, RAM, disk, network, cache, and event data into a local SQLite history, then uses Gemma 3 4B via Ollama to turn t…
A college student developer built LabCode Fixer & Viva Coach, an AI-powered tool that debugs programming assignments and generates viva questions so students can explain their fixes rather than just c…
A developer built StudyMate, an AI study partner that pairs a React + Vite frontend with a FastAPI backend and the open-weight gpt-oss:120b model served through Ollama Cloud. Instead of stopping at an…
A computer technology diploma student built StudyBuddy AI, a student-focused study assistant that runs entirely on a local model via Ollama and the Gemma open-weight model. The tool pairs a FastAPI ba…
A developer published a walkthrough for replacing cloud LLM APIs with local small language models for routine tasks like JSON parsing, log analysis, and ticket routing. The guide provides a production…
A developer built Investment Memory, a personal investment decision journal for his father that records the reasoning behind each investment rather than generating buy or sell recommendations. The app…
A developer built ColdMock, an offline voice-based technical interview simulator that runs Google's Gemma 2 (2B) locally via Ollama with a FastAPI backend and a browser frontend using the Web Speech A…
A developer built an observability and automated incident-response pipeline for a FastAPI order-tracking application using OpenTelemetry, Prometheus, Loki, Tempo, Grafana, and Codex CLI. The system ro…
A developer built StudyBuddy AI, a personal study assistant that turns a user's subjects, difficult topics, available time and exam schedule into a structured study plan with topic explanations, pract…
Baldur, an early-access Python framework from baldurhq, released a decorator that makes LLM workers share a single backoff wait on a 429 or "overloaded" response and parks failed jobs for replay inste…
A project owner released Kontur, an MIT-licensed self-hosted roadmap dashboard that stores milestones, dependencies, acceptance criteria and evidence references in a FastAPI/SQLite application and exp…
A developer built SignBridge, an open-source bidirectional real-time sign language interpreter, for a deaf friend who communicates primarily through Vietnamese Sign Language. The system runs MediaPipe…
A developer built an open-source time-travel debugger for AI agents that records execution traces, lets users rewind to earlier states, modify decisions, and replay or branch from any step. The projec…
A developer built Scout Packs, a B2B lead-pack data product gated behind Coinbase's x402 protocol so AI agents can pay per purchase in USDC on Base without accounts, API keys, or subscriptions. The im…
A developer has completed Milestone 1 of IncidentCopilot, an AI DevOps incident investigation project, establishing a local-first development foundation with a FastAPI backend, React/TypeScript fronte…