cd/entity/Mark Murphy· home entities Mark Murphy
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Mark Murphy

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13:00
2026-07-23
pac.commonsware.com
ai-agents

Thursdays with Koog: Prompts Everywhere

Mark Murphy's 'Thursdays with Koog' column explains that in the AIAgent framework, the user's instruction is only a 'user message' within a larger prompt that includes a system prompt and conversation…

13:00
2026-07-16
pac.commonsware.com
ai-agents

Thursdays with Koog: PromptExecutor vs. AIAgent

Knosh, an open-source coding agent, uses Koog's AIAgent instead of PromptExecutor because PromptExecutor only executes one-shot prompts without handling tool calls or multi-turn conversations. Mark Mu…

13:00
2026-07-09
pac.commonsware.com
developer-tools

Thursdays with Koog: Providers and Models

Mark Murphy's Knosh coding agent maps model strings from Markdown frontmatter to Koog's LLMProvider and LLMClient objects, supporting providers including Ollama, Anthropic, Mistral, and OpenAI. The ma…

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