Sakana AI launches Fugu, a multi-agent model API aimed at the export-control era. Sakana unveils Fugu, a learned multi-agent orchestration API that manages model pools as a hedge against export-control disruptions. Outcome engineers can use this pattern to treat orchestration as a layer of infrastructure that routes, supervises, and fails over agent teams — Principle 09.

Stop wasting tokens and re-explaining your project between sessions. Recall provides fully local, offline session summaries for Claude Code so projects resume without re-explaining or burning model context. This gives a pragmatic blueprint for local-memory, privacy-preserving context engineering that lowers token costs and preserves continuity — Principles 06 & 07.

Temporary Cloudflare Accounts for AI agents. Cloudflare introduces 60-minute ephemeral Workers deployable without an account to run short-lived agent experiments and demos. Ephemeral sandboxes let outcome engineers iterate on agent behaviors and integrations quickly while containing blast radius and credential risk — Principle 07.

Building the most AI-pilled engineering team in the world — Fiona Fung (Manager, Claude Code & Cowork). Anthropic teams report shipping ~8x more code using Claude Code and Cowork, showing how agent-native tools reshape team structure and delivery practices. Use this as a playbook for reorganizing squads, CI, and artifact-driven workflows around agent capabilities — Principles 03 & 04.

Lithuanian startup Superpal raises €500K for AI coworker platform built inside Slack. Superpal launches an autonomous AI coworker embedded in Slack that connects to 1,000+ tools, handles end-to-end tasks, and enforces company-level privacy. It’s a concrete deployment case showing integration patterns, identity/permission design, and operational governance outcome engineers must solve when agents act inside enterprise workflows — Principles 03 & 11.