Two conveyor belts running at different speeds, one fast and one slow, photographed from above.

Throughput vs Latency: Why Optimizing One Will Almost Always Break the Other

Throughput and latency measure different things, and most of the systems pain we feel at scale comes from pretending they don’t. Here is how they actually trade off, with real production patterns.

September 4, 2026 · 10 min · 1952 words · martinuke0
A backend engineer's laptop showing a terminal with OpenClaw commands and a project dashboard.

Your First 7 Days with OpenClaw: A Field Guide for Backend Engineers

Seven days of hands-on notes on OpenClaw: what to install, what to configure, how to model real workloads, and the operational habits that separate a successful rollout from a stalled one.

September 2, 2026 · 8 min · 1563 words · martinuke0
Diagram of distributed task queues with workers, brokers, and a result backend.

Architecting Distributed Task Pipelines with Celery: A Deep Dive into Production Python Backends

How to design, scale, and debug Celery pipelines in production — covering broker choice, result backends, canvas workflows, and the failure modes that hit hardest.

September 1, 2026 · 11 min · 2211 words · martinuke0
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