Seth Juarez
Community@sethjuarez · Duvall, WA
I like machine learning. Oh and the hot Mexican tamarind candy. Don't judge.
Agent Skills by Seth Juarez
Showing 3 vetted skills indexed across 1 GitHub repositories.
sethjuarezfoundry-story-flow
Guides building, deploying, and verifying a Castia-based Foundry hosted agent from local to Teams.
sethjuarezcastia-optimizer
Guides Foundry agent optimization runs, baseline configs, and native MCP tool preservation with Castia.
sethjuarezcastia-lifecycle
Build, evaluate, and optimize Foundry hosted agents using the castia Python SDK.
Frequently Asked Questions About Seth Juarez
FAQPage SchemaWhat tasks can I accomplish with Seth Juarez's Foundry agent skills?▼
You can build and verify a local-to-Foundry-to-Teams story flow for hosted agents, run the Castia Agent Optimizer lifecycle with offline previews and candidate resolution, and use the castia Python SDK to attach MCP tools, evaluate agents, and prepare authorized RFT work.
Who should use the castia-lifecycle and castia-optimizer skills?▼
Machine learning engineers and developers building Microsoft Foundry hosted agents with Castia. They suit practitioners who need canonical .agent_configs baselines, native MCP toolbox guidance, offline evaluation, and a clear handoff to azd deployment for production agent workloads.
How do I get started with the castia Python SDK for Foundry agents?▼
Start with the consumer agent guide for complete runnable examples. The skill covers canonical imports, uv extras, and credential setup, then walks through building an agent, attaching native MCP tools, running offline checks, and evaluating or optimizing before any live work.
Which operations are free versus billable when optimizing Foundry agents?▼
The castia-lifecycle skill explicitly documents evidence boundaries and free versus billable operations. Offline previews and checks carry no live cost, while optimize run/apply commands and RFT work require separate authorization and may incur billable usage against Foundry resources.
What safety controls exist before running live agent changes?▼
The foundry-story-flow skill enforces approval gates for live work, and castia-optimizer defines live evidence limits plus candidate resolution before applying changes. Deployment itself is a separate azd handoff, keeping optimization and rollout as distinct, authorized steps.