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// blog · client interview · smart link logistics (masa kal)

Scoped at 5–7 weeks.
Shipped in 3.

An interview with Yoav of Smart Link Logistics (Masa Kal) on delivering a new feature set with OpsAgents Autopilot — autonomous software delivery powered by Anthropic’s Claude, with humans owning the core.

5–7 wks
the original human-team estimate for the feature set
0
actual delivery on OpsAgents Autopilot
0
≈ lower project cost on the same engagement — see the cost case study
Smart Link Logistics (Masa Kal)
Software delivery · Israel · OpsAgents Autopilot client

Smart Link Logistics started their product the classic way — a human development team. When the next feature set landed on the roadmap, the team ran it on OpsAgents Autopilot instead: human engineers own the core and hold sole merge authority, while Claude-powered agents carry the implementation grunt work under supervision. We sat down with Yoav to ask how it actually went.

The interview

What problem were you trying to solve?

“We wanted to develop a set of features quickly. Autopilot saved us that precious time.”

What did that do to the timeline?

“From a first estimate of 5–7 weeks of work to develop the new features — into only 3 weeks.”

If you had to sum up the change in one line?

“We significantly lowered the amount of time it takes to deliver new sets of features.”

“Taste into the future of app development.”
— Yoav · Smart Link Logistics (Masa Kal)

Powered by Claude

OpsAgents Autopilot runs on Anthropic’s Claude — the agents that carried the Smart Link build plan, write, test and open pull requests with Claude, inside the SOSA™ supervision framework. Humans review and merge every line. OpsAgents is a member of the Claude Partner Network.

The economics behind the speed

Delivery speed is half the Smart Link story. The same humans-on-the-core, agents-on-the-grunt-work split also cut the project cost by roughly 60% against the human-team baseline — the full breakdown is in the companion piece, “Same MVP. About 60% less to build it.”

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