Tag: GitHub Copilot

Blog Posts with tag "GitHub Copilot"

GitHub Copilot - Custom Agents for Full-Stack Teams: A Practical Operating Model for .NET, React and Azure
17 Mar 2026

GitHub Copilot - Custom Agents for Full-Stack Teams: A Practical Operating Model for .NET, React and Azure

By BEN ABT GitHub Copilot Custom Agents AI Agents .NET React Azure Testing Documentation 15 min reading time

GitHub Copilot custom agents allow teams to define specialized AI assistants, each with its own role, tool access and behavioral boundaries. Instead of relying on one general-purpose assistant for everything, a team can create multiple agents that mirror the actual roles in the engineering organization. After working with custom agents for a while, the biggest insight was simple: the quality of AI-assisted engineering improves dramatically once the AI knows what role it is supposed to play.

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Agent Skills Standard: The Quality Contract Behind Reliable AI Agents
12 Feb 2026

Agent Skills Standard: The Quality Contract Behind Reliable AI Agents

By BEN ABT GitHub Copilot AI Agents Prompt Engineering Github 8 min reading time

Large language model agents can appear intelligent while still producing unstable output across runs, contexts and tasks. In practice, this instability is rarely caused by model quality alone. The dominant factor is often missing operational structure: no explicit boundaries, no role-specific constraints, no reusable task patterns and no agreed execution policy.

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