Our Cognitive Gym

Sherpa-B is an MCP server that delivers the KnowledgeOps methodology directly into your CLI tool. It acts as a coach and thought partner — providing best practices as context while you build, not as a course you take beforehand.

KnowledgeOps is the methodology behind the Agentic Buildcamp: a structured approach to building real-world AI agents that starts with problem framing, not tooling. Sherpa-B brings that discipline into the tool you are already using. Learning is not a separate activity — it happens through the process of building with good structure and guidance at each step.

Poor problem framing and missing evaluation design are the most common sources of failure in AI product development. Sherpa-B addresses these at the source.

What Building With Sherpa-B Looks Like

You work on a real project from day one. Sherpa-B guides you through the full development lifecycle as structured workflows inside Claude Code. At each phase you get a structured set of questions and frameworks, best practices delivered as context, and a thought partner that surfaces assumptions and blind spots. Each step produces a concrete artifact — problem framing document, evaluation dataset, architecture spec — that carries forward into the next phase.

The KnowledgeOps methodology covers the complete lifecycle:

Ideation & problem framing

Define the problem worth solving before writing a line of code.

Evaluation design

Establish how you will know the system works — before building it.

Architecture & context management

Design the agent's decision structure and information flows.

UX & interaction design

Define how humans and the system interact.

Implementation

Build with Claude Code guided by the design decisions already made.

Deployment

Move from prototype to production with a structured deployment strategy.

Go-to-market

Plan and execute launch: demo strategy, positioning, and adoption.

Sherpa-B tracks your progress across workflows and supports structured reflections at completion. For Agentic Buildcamp participants, this connects to instructor visibility and cohort-level context.

Start Here

Prompt library — The KnowledgeOps workflow prompts, end-to-end
Onboarding guide — Set up your environment and connect Sherpa-B to Claude Code
MCP tools reference — All available tools with names and descriptions