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SafeLLM is an image based safety assessment tool for older adult households. Users upload a photo of a home or neighborhood area, and the system identifies possible hazards, returns a safety score, and provides clear recommendations with visual suggestions. Unlike paper checklists or hazard detection tools that stop at recognition, SafeLLM turns everyday photos into easier to understand, more personalized safety guidance. Feedback from older adults would be especially valuable.
SafeLLM Home SafetyUpload a photo to spot home safety risks
Charlie Chengleft a comment
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AskAIBaseMemory infrastructure for AI coding agents
Charlie Chengleft a comment
Hi Product Hunt, I’m Charlie, founder of AskAIBase. I built this because I kept seeing the same thing happen with AI coding agents: they eventually solve real build and debugging problems, but the hard won path dies in the chat window. The next agent, or even my own next session, has to burn time and tokens solving the same problem again. In the human coding era, this kind of knowledge...

AskAIBaseMemory infrastructure for AI coding agents
Charlie Chengleft a comment
Hi Product Hunt 👋 When I build a new project with AI, my process usually starts the same way: I talk to ChatGPT or another LLM for dozens of turns, explore ideas, change my mind, and slowly converge on “what I actually want”. Then I used to take that huge, messy chat log and throw it into a coding agent like Claude Code or Cursor and say: “Please build the system based on all this context.” It...

Abstraction AITurn messy conversations into developer-ready specs.
Abstraction AI takes your long, chaotic chats with LLMs and turns them into a complete, beginner-friendly spec: product brief, architecture, data model, and implementation plan. Hand it to any coding agent and get more reliable, less wasteful development runs.

Abstraction AITurn messy conversations into developer-ready specs.
