6 August 2025
Topic: Developer And Technical
Monitor your security cameras with locally processed AI
Article URL: https://frigate.video/ Comments URL: https://news.ycombinator.com/item?id=44794508 Points: 295 # Comments: 120...
TL;DR
Frigate is an open-source NVR that offers real-time AI object detection with local processing, reducing false positives and increasing customizability.
Key Takeaways:
Key Takeaways:
- Frigate's local processing eliminates the need to send camera footage to the cloud for analysis.
- It can run 100+ object detections per second, allowing for precise event tracking and alerts.
- Frigate integrates tightly with Home Assistant and other automation platforms, offering a highly customizable security camera system.
AI is not Making Engineers 10x as Productive
Article URL: https://colton.dev/blog/curing-your-ai-10x-engineer-imposter-syndrome/ Comments URL: https://news.ycombinator.com/item?id=44798189 Points...
TL;DR
Despite claims of 10x more productivity, AI coding assistants may not live up to their promises, and their benefits often diminish with increasing codebase size and complexity.
Key Takeaways:
Key Takeaways:
- Research shows that the actual productivity gains from AI coding assistants are often lower than expected, especially as codebases grow.
- Many engineers find that AI coding assistants are most useful for specific, one-off tasks rather than generating large amounts of high-quality code.
- Incentives, biases, and unrealistic expectations contribute to the hype around AI coding assistants, making it essential to approach these claims with a critical and healthy dose of skepticism.
Community talk
AI Tools
mcp-for-beginners
This open-source curriculum introduces the fundamentals of M..
OpensourceLLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step b..
Opensourceyou_are_not_right.sh -- a hook to stop it saying you're right
Lots of people have put instructions into their CLAUDE.md te..
I Tried to Build a Fully Agentic Dev Shop. By Day 2, the Agents Were Lying to Me.
Fast and local open source TTS engine. 20+ languages, multiple voices. Model size 25MB to 65MB. Can train on new voices.
My notes from the Agentic AI Summit 2025 at UC Berkeley
Is Prompt Engineer still a thing in 2025?
With the release of Opus 4.1, I urge everyone to take evidence right now so that you can prove the model has been dumbed down weeks later cus I am tired of seeing baseless lobotomized claims
Why has no one done hierarchical tokenization?
Claude Code + MCPs for development
Role-Based Prompting
Routing Claude Code subagents to OpenAI models (GPT-4o, o3, etc.)
Starting a new conversation is underrated
How to use your Local Models to watch your screen. Open Source and Completely Free!!
My company is offering to pay for a premium LLM subscription for me; suggestions?
Winner of the day