Flue is a TypeScript framework that turns large language models into autonomous agents by providing sessions, tools, sandboxed execution, and durable workflows. It adds subagents, observability, fault recovery, and Model Context Protocol integrations so you can run agents locally via CLI or deploy them on hosted runtimes.

This article lays out two guiding principles for PMMs: safeguard your unique skills (storytelling, judgment, strategic thinking, and stakeholder influence) and protect your cognitive abilities by using AI as a second step. It then offers a practical three-tier framework—execution, thinking, and scaling workflows—and advice on selecting high-impact use cases based on how you actually spend your time.

AWS Lambda now supports S3 Files, letting functions mount S3 buckets as file systems for direct read/write without object downloads. This simplifies stateful and AI/ML workflows by enabling shared workspaces and automatic checkpointing via durable functions.