Articles by tag: llm-context

Testing Pyramid for AI Assistants in QA

How the testing pyramid solves the LLM context window problem. Practical examples of test generation at different levels. Learn why AI works better with Unit tests.

Skaro 2.0: artifacts for AI development

Learn how Skaro 2.0 organizes collaborative work with AI through artifacts: ADR, milestones, contextual chat. Structure for middle/senior dev. Start managing projects without losing context.

LLM attention problems in long context

Analysis of Lost-in-the-Middle, hallucinations and chunking/RAG techniques for middle/senior dev. Learn how to reduce errors in production — read benchmarks 2025-2026.