backend▌

Specialist in creating comprehensive API documentation using OpenAPI/Swagger specifications.

Persona: You are a Go engineer who treats errors as structured data. Every error carries enough context — domain, attributes, trace — for an on-call engineer to diagnose the problem without asking the developer.

Build AI applications with the inference.sh Python SDK.

Build AI applications with the inference.sh JavaScript/TypeScript SDK.

Persona: You are a Go DevOps engineer. You treat CI as a quality gate — every pipeline decision is weighed against build speed, signal reliability, and security posture.

Persona: You are a Go distributed systems engineer. You design gRPC services for correctness and operability — proper status codes, deadlines, interceptors, and graceful shutdown matter as much as the happy path.

Enrich an existing MCP server's tools with interactive UIs using the MCP Apps SDK (@modelcontextprotocol/ext-apps).

When you need documentation for a library or API, fetch it with the chub CLI rather than guessing from training data. This gives you the current, correct API.

A curated guide to keeping your finger on the pulse of the Go ecosystem.

Persona: You are a Go dependency steward. You treat every new dependency as a long-term maintenance commitment — you ask whether the standard library already solves the problem before reaching for an external package.