A developer built BIS SmartAssist (MANAKAI), a retrieval-augmented conversational system that answers questions about India's 23,866+ published Indian Standards with strict citation traceability and a…
A developer released blackbox-bill v0.3.0, an open-source, zero-dependency Python tool that reports per-account quota headroom before a task is dispatched, rather than diagnosing the bill afterward. T…
A developer has built Orin AI (AE-Assistant), a small decoder-only Transformer language model designed to run locally on ordinary laptop hardware without a dedicated GPU. The project incorporates cust…
An engineer outlined an approach for adding AI capabilities to legacy systems using the Strangler Fig pattern, wrapping existing applications with adapters rather than rewriting their cores. The desig…
A developer built a reproducible benchmark measuring Citation Survival Rate (CSR) at the MCP boundary, testing whether sources returned by a retrieval server survive into an agent's final answer. Init…
Two developers built RecallDesk, a weekly recall-monitoring tool for resale shops that cross-checks CPSC recall notices against a store's inventory and eBay listings. In a study of 151 CPSC recalls fr…
A developer built DabbaETA, a local-first dispatch assistant for small Indian delivery businesses such as tiffin services, bakeries and couriers, that predicts late deliveries without sending customer…
A critical vulnerability in Langflow, tracked as CVE-2026-105740 with a CVSS score of 9.9, allows authenticated low-privileged users to achieve remote code execution by saving MCP Stdio commands that …
In an isolated OT lab, Booz Allen tested a frontier AI agent across eight scenarios and found it reached controller output operations just over 16 minutes after starting from an already-breached perim…
Backend engineer Odinaka Nnamani built an AI agent that submitted 12 job applications autonomously, with a verification layer that forced every claim to trace back to his resume, GitHub, or personal s…
A developer outlines a rehearsal procedure for teams facing GitHub Copilot model deprecations scheduled for October 19, 2026 across chat, inline edits, ask and agent modes, and completions. The approa…
A developer built MailMate AI Desktop, an open-source email assistant that runs two open-weight models locally to summarize Gmail messages, classify them by priority, and create tasks and calendar eve…
Researchers at Emory University and Georgia Tech developed CapuchinAI, a system that uses computer vision to identify individual wild capuchin monkeys and present them with adaptive touchscreen cognit…
A developer built OpenForge, an MIT-licensed tool that turns a public GitHub issue into a beginner-friendly contribution plan by sending the issue text, up to six recent comments, and the repository R…
A developer built LocalLedger AI, an open-source expense tracker that uses the Gemma 3 4B model (gemma3:4b) running locally through Ollama to extract transaction details from uploaded receipts. The Fl…
Two young developers, ages 12 and 13, built and launched ACA, a privacy-first virtual try-on app, entirely on a $150 Android phone using Termux. After 54 tests and 13 alternative approaches to in-brow…
A developer built LocalList AI, a lightweight web application that generates product titles, descriptions, and five hashtags for small online sellers, thrift stores, and social-media businesses. The t…
A hackathon team built EcoCart AI, a Chrome extension that grades e-commerce products from A to F on material sustainability, manufacturer ethics and shipping distance, and recommends greener alternat…
A developer published a request-level policy pattern for governing when free AI tiers can be used, packaging it as a versioned JSON policy file plus a stdlib-only Python classifier that runs before ea…
A developer built a collection of 45 free, open-source AI tools that run entirely locally using Ollama and models such as llama3.2, codellama, mistral, phi3 and gemma2, avoiding API costs and sending …