This is a prompt I built some time ago to split PRDs into smaller tasks. Feel free to use it.

Docker file cheat sheet

Junior developer needs to know 4 patterns Middle dev needs to know 12 patterns Senior developer needs to know 20 patterns Design patterns help you solve common problems and improve code quality if used properly. Ever wondered which design patterns you should focus on as you

How to use ChatGPT to brainstorm 10x faster:

Every repeated LLM call is money on fire. Traditional cache can’t stop it; unless the prompt is an exact match. Redis 8 just changed the game with semantic caching that understands meaning, not just keys. LangCache + Vector Sets + Redis Flex = faster, cheaper, smarter. Full

Most companies build their strategy backwards. (And wonder why nothing sticks)

Hacking tools cheat sheet

🚨In my next webinar... I'll be showcasing real life case studies of numerous misconfigurations and how they impact the security of an environment. Can you guess what misconfiguration this one is? 📅 August 28th, 12pm Eastern Register here 👇 us06web.zoom.us/webinar/regist…

learn how to build an LLM from scratch, honestly. Sebastian Raschka's repo is really a gem. it has notebooks with diagrams and explanations that will teach you 100% of: > attention mechanism > implementing a GPT model > pretraining and fine-tuning my top recommendation for studying LLMs.

11 Skills AI Will Never Replace...

We are very excited to announce our new tool - ATEAM Thomas Elling and I have been working on this project for the last year and this tool is the result of the research that we presented at the DEF CON Cloud Village this year. netspi.com/blog/technical…

🎯 Andrej Karpathy on how to learn.

👨‍🔧 Github: Vectorless PDF Chatbot. It uses no vector embeddings or traditional RAG. Instead, it leverages Large Language Models for intelligent document selection and page relevance detection, providing a completely stateless and privacy-first experience. github.

Master the art of negotiation

If you're stuck in your life, read this: 1.

🤓 I just published my AUSCERT talk titled “Generative AI Breaches: Threats, Investigations, and Response.” In this presentation, I explain how to protect and investigate AI breaches. Small thread 🧵👇

How to use AI to improve your writing in 2 minutes:

Most Event-Driven Architecture failures aren’t about Kafka, RabbitMQ, or the broker. They happen because of poor event design discipline. Here are 4 pitfalls I see over and over, and how to avoid them 👇 1. Overloading Events with Too Much Data Events bloat, network traffic

Master Body Language

New video: Why your Defender update settings are risky - update types: engines, platforms, intelligence - what is Microsoft’s 'Safe Deployment Practices' (SDP)? - update rings in Defender (not just Windows) - balancing rollout risk vs. protection WATCH: youtu.be/trQv__-Z9-8