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On 2026-07-23 @benjaminakar said coding agents began running locally but were…

2026-07-23 · 14:00 UTC ·@benjaminakar ·1 min read

Brief

Benjamin Akar frames the evolution of coding agents: they started on laptops but hit limits in resources, concurrency, and long-running tasks. Rather than replacing developer workflows, the proposed shift is to make the cloud feel local—use the laptop or phone as a command center while Tembo runs agent compute in the cloud and exposes start/inspect/review controls.

Why it matters

On 2026-07-23 @benjaminakar said coding agents began running locally but were bottlenecked by laptop resources (CPU/RAM), limited concurrency, and inability to handle long-running work.

Key details

  • He argued the next step is not to replace developer workflows but to "make cloud feel like local": keep the developer's device as the command center while moving compute to the cloud.
  • Tembo (@tembo) adopts this approach—its mission is "Make Cloud Feel Like Local," offering to run agent work in the cloud and let developers start, inspect, and review runs from a laptop or phone (tembo.io/blog/make-local-fee…).
Source evidence

We've had cloud infrastructure for years, but we didn't have coding agents.

Agents started locally, but they quickly became bottlenecked by laptop resources, concurrency, and long-running work.

The next step isn't replacing the developer workflow.

It's making cloud feel like local.

Tembo (@tembo)

Tembo's mission is simple.

Make cloud feel like local.

Run agent work in the cloud.
Start, inspect, and review it from your laptop or phone.

Your device stays the command center.
The cloud becomes the compute behind it.

tembo.io/blog/make-local-fee…

Link

Make Cloud Feel Like Local – Tembo

Tembo's mission is to make your laptop a window into cloud-scale compute, without giving up the feel of local development.
tembo.io

— https://nitter.net/tembo/status/2080290783287034183#m