Blog

Notes from the bench.

Thinking on agent-driven staffing, bench redeployment, and the systems behind the platform. Our first posts are on the way.

Metric · Coming soon

Why time-to-redeploy is the only number that matters

Utilization, submittals, and fill rate are lagging vanity. The clock that pays the bills starts when a consultant rolls off.

Product · Coming soon

Duplicates are not noise — they are routes

How collapsing a dozen vendor blasts into one canonical req preserves margin leverage instead of destroying it.

Engineering · Coming soon

Tiered models behind an AI gateway

Default to fast and cheap, escalate only on low confidence. How we keep per-action AI cost predictable.


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