Weekend Special Edition | Saturday, April 11, 2026

Anthropic launched Claude Managed Agents in public beta on April 9, 2026. The infrastructure problem that was killing enterprise agent projects between prototype and production is now a managed service. This episode goes deep on what changed and what to do about it.

What we cover:

Claude Managed Agents: four core capabilities — secure sandboxing, long-running autonomous sessions, multi-agent coordination (research preview), and a full governance layer. Pricing: standard token rates plus $0.08/session-hour.
The three-agent harness: Planner expands your 1-4 sentence prompt into a full product spec. Generator builds in sprint rounds. Evaluator interacts with the live application via Playwright — clicking through UI, testing API endpoints, checking database states — and grades output against calibrated thresholds, running 5-15 iteration cycles until complete.
The context problem solved: externalized state via JSON specs, progress logs, and git commits rather than in-context memory. The Ralph Loop prevents premature completion claims.
Early adopters: Notion, Asana, Rakuten (10x faster agent delivery, 22-point task success improvement), Vibecode.
The five-point executive playbook: find your stalled agent project, scope by workflow not AI capability, separate generators from evaluators in every AI process, design governance before scaling, get on the multi-agent coordination waitlist at claude.ai.

Hosted by Stephen Forte, founder of BuildClub (buildclub.com)

Managed Agents: The Infrastructure Barrier Just Dropped