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Autonomous AI Systems Deployment: Rollbacks, Approvals, and Runtime Control for Real Production Use
AI Systems Analysis

Autonomous AI Systems Deployment: Rollbacks, Approvals, and Runtime Control for Real Production Use

A technical guide to shipping autonomous AI systems with approvals, rollbacks, rate limits, and operational control rather than demo-grade optimism.

LLM Observability: What to Measure When AI Systems Reach Production
AI Systems Analysis

LLM Observability: What to Measure When AI Systems Reach Production

A production-minded article on what to measure in LLM systems, from latency and tool calls to retrieval quality, drift, and user-visible reliability.

Inference Optimization: How to Cut LLM Latency and GPU Cost Without Making the Product Feel Smaller
AI Systems Analysis

Inference Optimization: How to Cut LLM Latency and GPU Cost Without Making the Product Feel Smaller

A practical guide to reducing LLM latency and GPU spend with batching, routing, caching, and observability that preserve product quality.

RAG Security Best Practices: How to Keep Enterprise Knowledge Systems Useful, Searchable, and Controlled
AI Security Analysis

RAG Security Best Practices: How to Keep Enterprise Knowledge Systems Useful, Searchable, and Controlled

A technical guide to retrieval security, tenant isolation, document trust, and access-aware RAG design for enterprise knowledge systems.

PE Import Table Parser
DSAVE Analysis

PE Import Table Parser

Hello dear friends! In this article, we’ll cover the basics of the PE format and build our own parser from scratch. It will be useful for those working in cybersecurity with system software, antivirus solutions, and protection systems.

Hashes
DSAVE Analysis

Hashes

Friends, hello everyone! In this article, we will talk about such an important part of every antivirus engine as the hashing module. We will talk about data verification, blacklisting and whitelisting, finding out how similar or different data is, and touching on the topic of fuzzy hashing algorithms. Get comfortable in your chairs!

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