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yo so i been grinding on AI agents for a while now and honestly the biggest pain is everyone reinventing the wheel with system prompts and configs so we went ahead and built a community repo where ppl can share whats actually working. agent prompts, cursor rules, claude configs, workflow setups etc. 100% free and […]

Google TurboQuant This is a new compression algorithm. Every time a model answers a question, it stores a massive amount of intermediate data. The longer the conversation – the more expensive it gets. Result: compresses that data 6x+ with no quality loss, giving an 8x speed boost on H100s. No retraining required – it just […]

quick share for folks who build stuff with AI agents we started this repo because setting up AI agent workflows from scratch every single time is genuinely annoying. cursor rules, claude code configs, agent pipelines all that stuff. so we just open sourced the whole library and made it community maintained people can grab ready […]

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Anthropic dropped three features for Claude Code on Monday, but the interesting one is auto mode. Until now you had two choices: approve every single file write and bash command manually, or use the skip permissions flag which lets the AI do whatever it wants. Auto mode sits in the middle. An AI safety classifier […]

TL;DR: Meet CODEC—a completely open-source tool that transforms any LLM into a personal computer agent. You can command it via text or voice to look at your screen, type, manage your apps, run commands, and even code its own plugins. Also new: you can now control everything remotely from your phone using a Cloudflare tunnel. […]

One thing that's always bothered me about Gemini: you can run a 30-minute Deep Research session, get an incredible research report with 40+ citations, and then… there's no export button. Not even copy-to-clipboard for the formatted version. Compare this to ChatGPT which has had a built-in export function for a while now. My workflow is […]

## THE ARCHITECT’S STORY: FROM THE 1985 ROOT TO THE "AI WASH" To those who believe in the truth of a human life, I am writing to you not just as a person, but as the witness to a quiet, systemic theft of my own history. My name is Eddie Lawrence Miller, but in the […]

Many company are trying to replace some job roles with AI . But i dont agree with that i dont think people need that , what do you think ? 1) Founders building Sales AI agent products and company replacing Sales persons with AI voice : i think one of the factor which people buy […]

Prompt engineering has become a standard part of how large language models are deployed in production, and it introduces an attack surface most organizations have not yet addressed. Researchers have developed and tested a prompt-based backdoor attack method, called ProAttack, that achieves attack success rates approaching 100% on multiple text classification benchmarks without altering sample […]