Media Summary: You know why you'd go multi-agent and how context isolation breaks. This video covers the mechanism: how a coordinator ... tool_choice is an API parameter that controls whether You've been working entirely with the API, defining

13 Task Tools Devcompass Claude Certified Architect Prep Cohort - Detailed Analysis & Overview

You know why you'd go multi-agent and how context isolation breaks. This video covers the mechanism: how a coordinator ... tool_choice is an API parameter that controls whether You've been working entirely with the API, defining You've got the coordinator pattern. You know how to spawn subagents. Now the question every multi-agent developer faces: how ... You're building a multi-agent pipeline. The coordinator spawns a search subagent. The subagent finds relevant results and ... You don't review your own code. The same blind spots that led you to write it a certain way will lead you to miss the problems ...

Batch Processing: Matching the API to the Job Every API call so far has been real-time: you send a request, you wait for the ... You've replaced vague instructions with categorical rules. But sometimes rules aren't enough. When the right output depends on ... You can't prompt your way to guaranteed compliance. You need code enforcement. But you also don't want if-statements ... What is a large language model - and how does it actually work? If you've used Three months into production, there's a specific complaint pattern in the failure logs. The agent starts a conversation, handles the ...

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#5 The Context Window | DevCompass | Claude Certified Architect prep cohort
#12 Context Isolation | DevCompass | Claude Certified Architect Prep Cohort
#28 Multi-Instance Review | DevCompass | Claude Certified Architect Prep Cohort
#29 Batch Processing | DevCompass | Claude Certified Architect Prep Cohort
#25 Few-Shot Prompting | DevCompass | Claude Certified Architect Prep Cohort
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