Articles by tag: llm-architecture

Sedimentation of AI memory: how to preserve the agent's personality

How can AI agents remember not facts, but meaning? Sedimentation architecture solves the "session amnesia" problem in long-term interaction. Learn how it works.

Agent loop: why AI agents break in prod

Breakdown of 10 000 agent loop steps: 37% errors, 65% overhead, stack changes. Structured architecture reduces failures 17x. For middle/senior dev.

Triage-and-Voice: fix for LLM hallucinations

Architectural pattern separates analysis and voice in LLM products. Eliminates contact hallucinations, speeds up responses, adds security. For middle/senior dev — implementation and metrics.