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AI Security Audit: A Practical Test Plan, Evidence Checklist, and Report Template for LLM Apps

An AI security audit tests what your LLM application actually does, not what a vendor claims. This guide gives a scope template, 12 OWASP-mapped tests with input, expected control, evidence and remediation, a safe test harness, severity rules, and a report template.

Grok vs Gemini (October 2026): Which AI Should You Use?

Gemini wins on value, Google integration, research, and video; Grok wins on real-time X content and bundles with X Premium. Compare October 2026 plans, tasks, and API prices, then test both with code.

Open AI API Key Free? Limits, Costs, and Production Tradeoffs

An OpenAI API key is a credential—not a guaranteed free production budget. Learn what to verify about eligibility, credits, limits, costs, and spend controls before launch.

AI Video Generator API: Access, Pricing, Integration, and Production Guide

A practical guide to choosing, pricing, integrating, and operating an AI video generation API with asynchronous jobs and measurable cost controls.

CLI Proxy API: Access, Pricing, Integration, and Production Guide

Learn what a CLI proxy API does, how CLIProxyAPI access and costs work, how to test it safely, and when a managed gateway fits production.

What Is LLM Routing? Rules, Weights, and Cost-Aware Policies Explained

What is LLM routing? Learn how rules, weighted scores, capability filters, fallbacks, and evaluation make multi-model APIs more reliable.

vLLM Docker: Architecture, Performance, and Cloud Deployment Guide

vLLM Docker deployment guide for cloud GPUs: architecture, OpenAI-compatible setup, performance tuning, multi-GPU scaling, and production checks.

Can You Run Kimi K3 Locally? Hardware, GGUF, and vLLM Guide (2026)

Kimi K3 can run locally, but the smallest 1-bit GGUF needs about 610 GB of RAM plus VRAM. Get exact hardware requirements, llama.cpp and vLLM commands, license terms, and a cost comparison with rented GPUs and APIs.

How to Get an OpenAI API Key and Fix a 401 “Invalid API Key” Error

Diagnose OpenAI 401 invalid API key errors safely, including wrong endpoints, stale secrets, revoked keys, project controls, and IP allowlisting.

Perplexity AI API: Access, Pricing, Integration, and Production Guide

A source-backed guide to choosing the right Perplexity API surface, integrating it correctly, estimating cost, and operating it safely in production.

AI Inference Meaning: Architecture, Performance, and Cloud Deployment Guide

AI inference meaning: how a trained model turns new input into a production response, with the metrics and cloud GPU deployment steps that matter.

AI Inference vs Training: Performance, Cost, and Deployment Tradeoffs

AI inference vs training explained: compare performance metrics, cost drivers, deployment requirements, and when to fine-tune or serve a model.

Nvidia H200 GPU: Architecture, Performance, and Cloud Deployment Guide

A practical guide to sizing, deploying, validating, and operating Nvidia H200 GPU capacity for AI and HPC workloads in the cloud.

Cheapest LLM APIs in 2026: Compare Prices by Workload, Not Hype

A source-checked guide to comparing low-cost LLM APIs by workload, including input, output, cache, batch, tool, retry, and repair costs.

H100 GPU Price: Pricing, Cost Drivers, and Buying Guide

H100 GPU price guide for comparing a $32,200 PCIe listing, cloud rental snapshots, form factors, and the TCO behind an on-prem quote.

Sovereign AI Infrastructure: Models, Data Residency, and Compute Control (2026 Guide)

A practical guide to sovereign AI infrastructure in 2026: the four layers (compute, data, models, operations), regulations driving it, five sovereignty levels, an open-model serving setup, and a 70B in-country GPU cost example.