llm

21 articles tagged with “llm”

research

December 31, 2025· ~17 min read

KI-gestütztes Softwaretesten trainieren: Architektur und Pädagogik der Kognitiven Qualitätssicherung

## English Abstract This comprehensive guide explores how to train Artificial Intelligence for software testing, marking a fundamental paradigm shif

research

January 3, 2025· ~11 min read

Agentic CLI Architecture Reference

A comprehensive guide to building production-grade agentic command-line interfaces, derived from patterns in state-of-the-art implementations. ---

articles

June 3, 2026· ~7 min read

n8n vs. Dify: Automation Platform vs. LLM App Builder — A Practical Comparison

## Why Compare n8n and Dify? On the surface, n8n and Dify look similar: both are open-source, both have visual workflow builders, both integrate wit

articles

May 25, 2026· ~2 min read

Prompt Injection: Wenn Hacker LLMs kapern

**Prompt Injection: Ein Angriff auf LLM-basierte Systeme** In den letzten Jahren haben Large Language Modelle (LLMs) wie ChatGPT und Claude enorme F

articles

May 22, 2026· ~7 min read

Token Cost Efficiency: How Graph Structures Reduce LLM Inference Costs

Token costs are the dominant line item in LLM deployment. GPT-4.1 at \$2.30/million input tokens sounds small until you're processing 50 documents pe

articles

May 10, 2026· ~6 min read

Atlas Engine: Sub-2-Minute Cold Start for Multi-Model Orchestration on DGX Spark

A pure Rust inference engine achieves 96 tok/s on Qwen3.5-35B-A3B—a 3× speedup over vLLM's 31 tok/s, with cold startup in 15 seconds versus vLLM's 10

articles

April 25, 2026· ~6 min read

DeepSeek V4: 1.6T Parameters, FP4 Precision, and the Huawei NPU Question

DeepSeek V4 arrives with two models: a 1.6-trillion-parameter Pro variant and a 284-billion-parameter Flash variant. The headline number is the Pro m

articles

April 18, 2026· ~8 min read

Qwen3.6-35B-A3B: What the Numbers Actually Show

On 16 April 2026, Alibaba's Qwen team released Qwen3.6-35B-A3B, the first open-weight model in the Qwen3.6 series. It arrives two months after the Qw

articles

April 16, 2026· ~7 min read

CoreCoder: Claude Code's Architecture in 950 Lines of Python

Claude Code is roughly 512,000 lines of TypeScript spread across a closed repository. CoreCoder, built by Yufeng He over two days, distils that into

articles

April 15, 2026· ~8 min read

Running Gemma 4 on a Raspberry Pi 5 with the Hailo-8: What Actually Works

# Running Gemma 4 on a Raspberry Pi 5 with the Hailo-8: What Actually Works You cannot run Gemma 4 on a Hailo-8. That is not a headline designed to

articles

April 13, 2026· ~8 min read

Arcee AI Trinity-Large-Thinking: The $20M Open Model Chasing Claude

Twenty-six people. Twenty million dollars. One model that outperforms GPT-5 on reasoning benchmarks. Arcee AI's Trinity-Large-Thinking isn't suppose

articles

April 13, 2026· ~7 min read

vLLM vs SGLang: Choosing an LLM Inference Framework in 2026

Serving large language models at production scale boils down to one problem: getting the most tokens out of your GPU per second, per dollar. Two open

articles

April 4, 2026· ~8 min read

Gemma 4: Google DeepMind's Most Intelligent Open Models

# Gemma 4: Google DeepMind's Most Intelligent Open Models On April 2, 2026, Google DeepMind released Gemma 4 — the fourth generation of its open mod

articles

March 29, 2026· ~8 min read

Wieso heißt Vibe Coding eigentlich Vibe Coding?

## Einleitung: Warum dieses Wort plötzlich überall ist Der Softwareentwicklungsbereich hat eine kurios anmutende Eigenschaft: Er liebt es, neue Begr

teaching

articles

March 20, 2026· ~3 min read

Unified LLM Power: Integrating Public and Private APIs with LiteLLM for GraphWiz.AI

# Unified LLM Power: Integrating Public and Private APIs with LiteLLM ## Executive Summary **Challenge:** The architecture lacks centralized LLM in

articles

March 15, 2026· ~4 min read

Prompting Techniques for Agentic AI

## Introduction Agentic AI systems don't just respond—they **plan**, **execute**, **observe**, and **iterate**. Unlike traditional chatbots that ans

articles

March 1, 2026· ~3 min read

Qwen3.5-35B-A3B: Production Deployment on GB10 Grace Blackwell

# Qwen3.5-35B-A3B: Production Deployment on GB10 Grace Blackwell Qwen3.5-35B-A3B represents Qwen's latest advancement in agentic coding models, feat

articles

February 25, 2026· ~6 min read

Self-Hosted LLM Inference: A Complete vLLM Setup Guide

# Self-Hosted LLM Inference with vLLM Running your own LLM inference server gives you complete control over data privacy, latency, and costs. This g

articles

February 15, 2026· ~1 min read

LLM Prompt Engineering: Best Practices for Production Systems

# LLM Prompt Engineering: Best Practices for Production Systems Prompt engineering has evolved from an art to a disciplined practice. In production

articles

December 30, 2025· ~15 min read

Training AI for Software Testing: From Deterministic Verification to Probabilistic Cognition

## **Executive Summary: The Paradigm Shift** The question of how to teach an artificial intelligence (AI) to "properly" test software marks a fundam

articles

December 23, 2025· ~1 min read

PromptToGraph: Engineering Structured Knowledge

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