AI & LLM
Experiments, notes, opinions, and practical experience with AI systems, large language models, and local or hosted setups.
Bookmarks
LLMs NVDIA Nemotron https://github.com/NVIDIA-NeMo/Nemotron NVIDIA Nemotron Developer Repository ...
Prompt Reversal (Reverse Prompt Engineering)
Reverse Prompt Engineering (RPE) Was es ist Anstatt einen Prompt über mehrere Durchläufe iterati...
Five-in-One Amplifier (Content Amplification via AI)
Was es ist Nimm ein hochwertiges „Pillar“-Inhaltselement (z. B. Foliensatz, Bericht, Präsentation...
Red Team Technique (Adversarial Self-Critique)
Was es ist Eine zweistufige Methode: Zuerst lässt du die KI Inhalte erzeugen (z. B. Lebenslauf, ...
AI Projects through Prompting
Example Projects done through prompting only in Codex, Gemini CLI, v0 or OpenCode
Project Overview
🗺️ Curriculum Roadmap The bootcamp is structured into 10 weekly milestones, focusing on full-stac...
🚀 Week 01: The Personal Dashboard
"Your Digital Command Center" Welcome to the first real project. In the first week, we aren't jus...
📊 Week 02: The Centralized Event Hub
Welcome to Week 02! You’ve already knocked out your personal dashboard; now we’re stepping into t...
Best Practices for Working with AI Agents: A Verification-Driven Approach
Working effectively with AI agents requires a fundamental shift in how we approach development. W...
Blueprint Scaffolding (Structured Prompt Planning)
Was es ist Bevor du die KI bittest, eine vollständige Antwort oder ein komplettes Dokument zu erz...
Deep Researches
Outputs of Deep Research Questions
BlogPost Reformatting Prompt
Normale Version Du bist ein erfahrener technischer Editor für Markdown. Deine Aufgabe ist es, de...
The AI Coding Loop: A Guide to Verification-Driven Development
Modern software engineering with AI is less about "perfect prompting" and more about disciplined ...
LLAMA.cpp RPC Test
Notes and some Documentation about my tests with LLAMA.cpp RPC. Using multiple computers for larg...
LLAMA.cpp and RAG Resources To Read
LLAMA.cpp https://retr0.blog/blog/llama-rpc-rce https://tekkix.com/articles/ai/2024/09/distribut...
Prompt Library
A collection of Prompts to be used in OpenWebUI or other ChatBots
Context Extraction
## Provide thread context as CSV You must now assume the role of a memory module in this system....
Summary Generators
Consolidate Outputs In Conversation ## Consolidate Outputs In Conversation Produce a new output ...
Document Generation
Generate Tech Documentation This is a simple but effective command which I use after a successful...