Guides8 min read
Build an AI Workflow with MCP: A Small, Testable Python Example
Build a local MCP tool, call it from a Python client, and verify its boundaries before connecting a model or a production system.
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Review workflow5 min read
A Practical AI Code Review Workflow for Small Teams
Give AI reviewers a bounded diff, repository rules, and a finding format, then verify the issues before a human merge decision.
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AI Coding5 min read
How to Choose an AI Coding Assistant: A Practical Evaluation
Evaluate AI coding assistants with a repeatable task, acceptance criteria, and a downloadable worksheet. Compare correctness, review effort, and cost.
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AI Agents & Automation6 min read
How to Design a Reliable AI Workflow for a Small Team
Design an AI workflow with clear inputs, review gates, retries, and failure cases. Includes a support-reply example and a downloadable pilot checklist.
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SaaS for Startups5 min read
Your AI stack costs more than a subscription.
A simple framework for thinking about usage, integration, maintenance, and the cost of switching.
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