Agentopia by CynetIQ Technical Glossary

Key concepts and terms in AI-powered software development

Agentic AI

AI systems that autonomously plan, execute, and iterate on tasks

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3D agent

Agentopia by CynetIQ's visual AI character representing agent roles in the office view

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LLM (Large Language Model)

Foundation models like GPT-5 and Gemini that power AI agents

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RAG (Retrieval-Augmented Generation)

Enhancing LLM output with retrieved context from codebases

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Multi-Agent System

Multiple AI agents collaborating as PM, Developer, Reviewer, and Finalizer

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LangGraph

Graph-based orchestration framework for AI agent pipelines

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CrewAI

Framework for defining AI agent roles, goals, and collaboration patterns

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Vector Memory

Embedding-based storage (Qdrant) for semantic code search and context

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DORA Metrics

DevOps Research and Assessment: deployment frequency, lead time, CFR, MTTR

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Flow Builder

Visual n8n-style automation builder for custom AI workflows

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Prompt Engineering

Crafting system prompts to control AI agent behavior and output quality

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Code Review Agent

AI agent that reviews generated code for bugs, security, and best practices

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PR Automation

Automatic branch creation, code commit, and pull request generation

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ChatOps

Controlling AI agents via chat commands in Slack, Teams, or Telegram

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Multi-Tenant

Architecture where each organization has isolated data and configurations

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Sprint Refinement

AI-powered analysis of backlog items with story point suggestions

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Playbook

Organization-wide coding rules and conventions that guide AI code generation

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Token Budget

Per-task limit on LLM tokens to control cost and output length

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Blue-Green Deployment

Zero-downtime deployment strategy using two identical environments

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Webhook

HTTP callbacks for real-time event notifications between systems

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