Stagent frames enterprise case for local-first agents

This is the right enterprise read: local agents are less about privacy theater than about predictable economics and supervised execution at scale. Once workflows turn into long tool-call chains, cloud latency and retry variance start to look like an ops tax.

• –Local runtimes flatten marginal cost, which matters more than headline token pricing when tasks recurse, retry, and accumulate context.
• –Compliance teams now care about where reasoning happens, not just where data sits, especially in regulated verticals.
• –Stagent's signal is architectural: one runtime registry, inbox approvals, reusable profiles, schedules, and cost governance around Claude and Codex.
• –The tooling gap is still real. Local-first stacks need a smoother install and onboarding story before they feel enterprise-default.
• –The durable moat will be the coordination layer, not the model endpoint, because companies will swap providers but keep the policy and audit plane.