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mastra
4 articles about mastra - lessons from building and scaling real software.
ArticleRead more11 min readScheduling Mastra Agents: A Weekly Report That Delivers Itself to Slack
Schedule a Mastra agent with a scheduled workflow: declarative cron, date ranges in code, an evidence check, and a Slack post the model can't trigger.
ai-agentsagent-architecturemastra
ArticleRead more11 min readAgent Loops vs. Workflows: The Boundary That Makes AI Reliable
Most AI demos hand one agent the whole job. When the output touches reputation, money, or outbound email, use a workflow instead of an agent loop. Here's where the boundary goes, built with Mastra.
ai-agentsagent-architecturemastra
ArticleRead more10 min readHuman-in-the-Loop Agent Approvals: A Mastra Pattern
Prompt-based approval gates fail because the model decides whether to ask. Mastra's requireApproval primitive removes that decision entirely. Here's how to implement it.
ai-agentsagent-architecturemastra
ArticleRead more9 min readHow I Built a Personal AI Assistant with Mastra
A practical guide to building an AI agent with Mastra that researches contacts, schedules follow-ups, integrates with Slack, and uses layered memory.
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