Build Durable AI Agent Systems

kept by eddie aug 14

This course teaches how to build production-ready AI agent systems with durable execution, secure sandboxes, memory management, and multi-agent orchestration using TypeScript and Node.js.

Postgres transactions are a distributed systems superpower
Co-locating workflow state and application data in Postgres enables atomic transactions that provide exactly-once execution without application-level idempotency logic.
also on DBOS, #software-engineering, #developer-tools
Input based pricing vs Output based pricing
The article contrasts input-based pricing (charging for resource usage like API calls) with output-based pricing (charging for resolved outcomes), explaining their trade-offs in customer perception, measurement complexity, and product incentives.
also on Netflix, #ai-agents, #software-engineering, #developer-tools
New in Claude Managed Agents: dreaming, outcomes, and multiagent orchestration
Claude Managed Agents adds dreaming for self-improvement through memory review, outcomes for quality grading, and multiagent orchestration for parallel task delegation.
also on Netflix, #ai-agents, #developer-tools