Insights & Engineering

Deep dives into architecture & AI.

Field notes from the engineers who ship it. No marketing fluff \u2014 just what we learned the hard way.

Jun 17, 2026·8 min

SLO-Driven Deployments: Shipping Without Fear

Error budgets are not a metric — they are a deployment policy. How we wire SLOs into the delivery pipeline so bad releases roll back before users notice.

DevOpsKubernetesObservability

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May 29, 2026·11 min

Write Evals Before You Write Prompts

The fastest way to ship an LLM feature that doesn’t degrade in production is to write the eval set first. A field guide to retrieval-augmented generation that holds up.

MLOpsRAGLLM

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Apr 13, 2026·9 min

The Strangler-Fig Pattern in Practice

How to modernize a legacy system without a big-bang rewrite — the sequencing, the data sync, and the moment you cut over.

LegacyArchitectureGo

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