https://jamal.dev/tags/performance/Recent content in Performance on Jamal YusufHugoen-usSun, 03 May 2026 00:00:00 +0000https://jamal.dev/writing/go-llm-orchestration/Sun, 03 May 2026 00:00:00 +0000https://jamal.dev/writing/go-llm-orchestration/<p>I have orchestrated LLM workloads in more than one language. Python gets you to demo fast. Go gets you to <strong>sleep</strong> — or at least to on-call with fewer surprises.</p> <p>That is not ideology. It is fifteen years of distributed systems scar tissue talking.</p> <h2 id="the-concurrency-advantage">The concurrency advantage</h2> <p>Agent orchestration is not one request. It is dozens of concurrent flows — tool calls, retrieval hops, validation steps, retries with independent timeout budgets — all competing for resources while a human waits on the other end.</p>