Canary and Blue-Green Deploys for Model Changes

<p>The gate was a fixed 90% threshold on an intent-classification eval. The change came in at 91%, cleared the bar, went out. A fixed pass-rate gate catches collapses, not drift.

<p><em>Originally published on <a href="https://aideazz.hashnode.dev/multi-model-llm-routing-why-76-of-your-inference-shouldnt-touch-gpt-4" rel="noopener noreferrer">AIdeazz</a> —

<p>GitHub announced agentic autofix for code scanning alerts in public preview on July 10, 2026.</p> <p>Primary source: <a

<p>At the International AI Summit in Dublin, OpenAI Chief Financial Officer Sarah Friar took the stage to announce that the lab is holding back a breakthrough model. According to

<p>I keep hitting the same failure pattern. A merge request passes every test. Then the pipeline stalls. Nothing in the diff changed. The free model route I call for a review is

<h1> Under the Hood: How Argo Rollouts 1.8 Implements Canary Deployments with Kubernetes 1.33 and Prometheus 3.1 </h1> <p>Canary deployments remain a gold standard for risk-free