# Tailscale's Remy Guercio on what comes after token maxing

DevFeed: [Tailscale's Remy Guercio on what comes after token maxing](<https://devfeed.tech/articles/tailscale-s-remy-guercio-on-what-comes-after-token-maxing-16050.md>)

Original publisher: [Read original article](<https://workos.com/blog/remy-guercio-tailscale-token-maxing-roi-aie-2026>)

Author: WorkOS

Published: 2026-08-05T23:49:35Z

Content type: article

Language: en

Sources: [WorkOS Blog](<https://devfeed.tech/sources/workos-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [experiments](<https://devfeed.tech/topics/experiments.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-gateway](<https://devfeed.tech/tags/ai-gateway.md>), [analysis](<https://devfeed.tech/tags/analysis.md>), [cost](<https://devfeed.tech/tags/cost.md>), [experiments](<https://devfeed.tech/tags/experiments.md>), [model](<https://devfeed.tech/tags/model.md>), [tailscale](<https://devfeed.tech/tags/tailscale.md>), [token](<https://devfeed.tech/tags/token.md>)

## AI overview

An interview with Tailscale's Remy Guercio examines the shift from maximizing token usage to maximizing return on investment in AI development. It covers coding-agent adoption, rising bills across multiple AI tools, cost per task, model experimentation, and the visibility an AI gateway can provide.

## Source excerpt

Tailscale's Remy Guercio tells Michael Grinich why the next 12 months of AI are ROI maxing: cost per task, model experiments, and what a gateway can see.