Tag
Python
35 posts filed under Python.
Building a Multi-Agent E-Commerce Platform: The Complete Guide
Start here. A guided index to 40 chapters on building production multi-agent systems with Microsoft Agent Framework, in Python and C#, against one open-source e-commerce platform.
The Auth Chapter Every MCP Tutorial Skips: Real SSO for Microsoft Graph
How a production MCP server signs into Microsoft 365 with real SSO: public client + PKCE, delegated permissions, On-Behalf-Of, and 85 Graph tools kept safe.
Microsoft Agent Framework Makes Tool and File Access Approval-by-Default
Agent Framework Python 1.10.0 and .NET 1.12.0 flip skill and file access to approval-required by default — a breaking change for production MAF agents.
MAF v1 — Prompt engineering (Python + .NET)
Structure prompts around identity, grounding, task rules, role context, and YAML composition so agents stay consistent over time.
MAF v1 — Deployment with Docker and Compose
Package the agent stack with one multi-target Dockerfile, one Compose file, and a dev.sh script with health gates locally.
MAF v1 — E-commerce repo guided tour (Python + .NET)
Every MAF concept from the prior chapters, mapped to the exact file and line where it lives in the live e-commerce repo.
MAF v1 — Python ↔ .NET asymmetries: a porting reference
Compare the six Python and .NET MAF API differences you will hit when porting samples, from constructors to workflow wiring.
MAF v1 — Evaluation framework (Python + .NET)
Build an eval pipeline with golden datasets, scoring, smoke/full modes, and CI gates to catch prompt regressions before release.
MAF v1 — Workflow Visualization (Python + .NET)
Render any workflow as Mermaid (GitHub-friendly) or Graphviz DOT (production runbooks). One line each, deterministic output, dark-mode-safe palette.
MAF v1 — DevUI for agents and workflows (Python)
Run MAF DevUI locally to test prompts, inspect tool calls and OTel spans, and register agents by code or directory discovery.
MAF v1 — Production hardening (Python + .NET)
Add HTTP-layer production patterns for password reset, refresh-token rotation, reuse detection, and secret rotation in APIs.
MAF v1 — Human-in-the-Loop (Python + .NET)
Pause a workflow for human input, resume it with the same request_id, and keep the caller-side contract simple across runs.
