HANDOFF App Turns Voice Notes Into Bilingual QR Guides for Donated Appliances

·1 views

A developer has built HANDOFF, a tool that lets appliance refurbishers record a short voice note about a specific donated item, which is then cleaned and dubbed into English and Spanish using ElevenLabs AI. The resulting audio and text handoff is tied to a printable QR code that physically travels with the appliance to its recipient. Unlike generic manufacturer manuals, HANDOFF captures item-specific knowledge — such as what was repaired or how to start the unit — from the volunteer who prepared it. Recipients need no app, account, or English proficiency to access the information; scanning the tag surfaces their language first. The project was inspired by the real workflow of Tech Aid for Refugees, an organization that repairs donated appliances for refugee families.

Read the full story at DEV Community

This is an AI-generated summary. ShortSingh links to the original source for the complete article.

Discussion (0)

Mock HttpMessageHandler, Not Interfaces, for Better HttpClient Testing in .NET

A common but flawed practice among .NET developers involves wrapping HttpClient behind a custom interface to enable unit testing, which bypasses real serialization, headers, and error handling. Since HttpClient accepts an HttpMessageHandler in its constructor, developers can inject a mock handler directly to intercept and validate outgoing HTTP requests without losing built-in features. This approach allows tests to verify request methods, URIs, status codes, and response deserialization in a realistic way. Helper classes can further simplify test setup by creating pre-configured mock clients for both success and error scenarios. The technique avoids unnecessary abstractions while keeping tests accurate and maintainable.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

How to Use AI Coding Assistants to Fix Bugs Without Breaking Your Codebase

AI coding assistants can quickly resolve small software bugs, but incomplete context in prompts often leads to unintended side effects elsewhere in the code. A common pitfall occurs when an AI fixes a bug in a shared function without knowing other parts of the app depend on it, breaking seemingly unrelated features. Developers are advised to write precise bug descriptions — specifying exact conditions and expected behavior — rather than vague requests that may cause the AI to rewrite unnecessary code. Providing the AI with all relevant files and dependent functions, not just the broken snippet, helps it make targeted fixes. Asking the AI to explain its proposed changes before applying them gives developers a chance to catch overly broad edits early.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

Elaine Platform Lets Students and AI Agents Build a Shared Knowledge Base

Elaine is a course community platform designed for bootcamps, academies, corporate training programs, and universities, where students and AI agents interact within shared channels. When an AI agent answers a question not yet on record, it generates a 'card' — a versioned markdown page that logs the answer, its sources, and what it supersedes. Future questions on the same topic are answered by composing from existing cards, with a visible reference indicating the knowledge is already on file. The system aims to reduce the social pressure of asking questions in a live classroom by letting students engage asynchronously, including at off-hours. Over time, collective understanding accumulates in a shared card file rather than residing solely with the instructor.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

Unix to Excel date conversion: three hidden pitfalls every developer should know

Converting between Unix timestamps and Excel serial dates involves three common failure points: the epoch reference, the unit of time, and a phantom date bug dating back to 1900. Excel's date system mistakenly includes 29 February 1900 — a day that never existed — inherited from a Lotus 1-2-3 bug that Microsoft deliberately preserved to maintain backward compatibility. The standard conversion formula divides a Unix timestamp by 86,400 and adds 25,569, the Excel serial number for 1 January 1970, but developers must also account for time zone offsets since Excel stores no timezone data. Digit count matters too, as 10-digit values are seconds, 13-digit are milliseconds, and 19-digit nanosecond timestamps can cause precision loss in JavaScript due to floating-point limits. Additional edge cases include the legacy 1904 date system used in older Mac Excel files, which shifts all dates by 1,462 days when opened in standard Excel.

0 comments Read more at DEV Community