How to build one voice agent on Rasa, LangGraph and Strands
Build the same prescription-refill voice agent on Rasa, LangGraph and Strands Agents, and see what each framework makes you write.
7 chapters
StartYour first Rasa Mantle agent with a nine-check lint
Build a working Mantle agent using the starter pack — six AI skills, a nine-check lint, and a git hook that catches the silent mistakes before they cost you an afternoon.
5 chapters
StartGuard irreversible AI agent actions in the tool, not YAML
A scaffolded agent will post a replacement card to any address a caller reads out. Fix it by carrying where the address came from, and by putting the check inside the tool instead of in YAML.
7 chapters
StartMeasure Your Agent: Simulation, Assertions, and LLM Judges
You changed a prompt and the demo went fine. Is the agent better? Build a simulation-based evaluation suite that answers with evidence — an LLM plays your customer, assertions stay the ground truth, and a judge scores what facts cannot reach.
6 chapters
StartGenerate agent documents from state, never from LLM prose
Ask an agent for a document and it writes one, with figures nobody can trace. Build the other thing: the conversation edits state, the document is derived.
7 chapters
StartRasa MCP tools: swap from REST without changing instructions
A tutorial promised its three skills could keep their instructions when MCP landed. MCP landed — here is the diff that settles it.
6 chapters
StartRasa Mantle tool and memory scope: verify callers only once
Decide where a tool belongs and where a memory field belongs — and build a bank agent that makes the caller verify exactly once.
7 chapters
StartPersonalise a Rasa agent's greeting before the first turn
Load what you already know about a customer before the greeting, then spend it later in the conversation — with control levers, not hope.
6 chapters
StartBuild a Voice AI Agent with Rasa Skills
Flagship tutorial for the Skills architecture and Deepgram voice — build Atlas, a Horizon Travel assistant, from first skill to progressive control.
11 chapters
Start