Everything about ai-agents
30 connected nodes across dictionary, workflows, comparisons, prompts, tool stacks and use cases.
Agent Architecture
Agent architecture is the structural blueprint of an AI agent: the model, the planning loop, the tools, the memory layer and the guardrails that decide how it acts.
Multi-Agent System
A multi-agent system splits a job across several specialised AI agents that coordinate through a shared plan, message bus or orchestrator.
Agent Handoff
Agent handoff is the controlled transfer of a task — with its context — from one agent to another agent or to a human.
Agent Planning (ReAct, Plan-and-Execute)
Agent planning is how an AI agent decides its next step — reactively step-by-step (ReAct) or by drafting a full plan up front (plan-and-execute).
Autonomous Workflow
An autonomous workflow runs end-to-end without a human triggering each step — an agent decides the path, while humans set goals and approve exceptions.
AI Employee
An AI employee is a persistent agent that owns a defined role — with a job description, tools, memory, KPIs and a manager — instead of running as a one-off task.
Agent Cost Control
Agent cost control is the practice of budgeting tokens, steps and model tiers per task so autonomous systems stay economically viable at scale.
Browser Agent
A browser agent drives a real web browser — navigating, clicking, typing and reading pages — to complete tasks on sites that have no API.
Coding Agent
A coding agent reads a repository, plans a change, edits files, runs tests and iterates until the task passes — instead of just suggesting snippets.
AI Voice Agent Latency
AI voice agent latency refers to the delay between a user speaking and an AI voice agent's response, critically impacting the naturalness and effectiveness of real-time voice interactions.
Design an Agent Architecture Before Writing Code
A one-page design process that prevents the most expensive agent rebuilds.
Build a Multi-Agent Content Team
Researcher, writer and editor agents under a supervisor, producing publishable drafts.
Ship an Autonomous Workflow Safely
Move an automation from human-triggered to autonomous without losing control.
Hire an AI Employee (Role, Tools, KPIs)
Treat the agent like a hire: job description, onboarding, probation, review.
Design Agent-to-Human Escalation
A handoff contract that gives humans everything they need in one screen.
Cut Agent Costs by 60% Without Losing Quality
A measurable cost-reduction pass for any agent already in production.
Telephony AI Voice Integration
Telephony AI Voice Integration is a workflow that connects AI voice agents with traditional phone systems to automate customer interactions, providing scalable and efficient support.
Single Agent vs Multi-Agent System
One well-equipped agent beats a crowd for most jobs; multi-agent wins on genuinely separable, parallel work.
LangGraph vs CrewAI vs AI SDK for Agents
LangGraph for stateful control, CrewAI for fast role-based teams, AI SDK for shipping agents inside a product.
Agent Architecture Spec Prompt
Turns a fuzzy agent idea into a reviewable five-layer architecture spec.
Multi-Agent Role Definition Prompt
Generates crisp role prompts and handoff contracts for a team of agents.
Autonomy Boundary Prompt
Defines exactly what an agent may do alone, with approval, or never.
AI Employee Job Description Prompt
Writes the role spec, KPIs and review cadence for an agent that owns a function.
Agent Architecture Stack
The minimum tooling to design, run and observe a production agent.
Multi-Agent Orchestration Stack
Tooling for coordinating several specialised agents with reliable handoffs.
AI Employee Stack
Everything a role-owning agent needs: knowledge, tools, memory and reporting.
Autonomous Operations Stack
Run autonomous workflows with approvals, audit trail and a kill switch.
SaaS Cuts First-Response Time from 6h to 4min with an Agent
A 12-person SaaS shipped a tier-1 support agent and kept humans on exceptions only.
Agency Replaces an SDR Seat with an AI Employee
A 9-person agency ran an AI SDR with a job description, KPIs and weekly reviews.
Ecommerce Team Runs a Multi-Agent Catalog Pipeline
Three agents enrich, write and QA 12,000 product listings.