Copilot Model Routing SLOs in 2026: From Feature Launch to Operational Discipline
How platform teams can operate multi-model Copilot deployments with latency, quality, cost, and policy SLOs instead of ad-hoc defaults.
Marcus Wright
Cloud infrastructure and DevOps practitioner. Kubernetes, FinOps, and supply chain security.
107 articles
Dynamic Path MTU + QUIC: A Reliability Playbook for Enterprise SASE Clients
How network and platform teams can reduce silent packet loss and improve remote user experience with adaptive MTU and QUIC-first transport.
GitHub Copilot GPT-5.4 Rollout Playbook for Enterprise Teams
How to introduce GPT-5.4 in Copilot without breaking review quality, security controls, or delivery predictability.
CI-Native Agent Evaluation with SWE-CI: From Demo Wins to Maintenance Reality
How to use CI-grounded benchmarks and internal scorecards to evaluate coding agents on real maintenance work.
Hardware-Aware LLM Selection: Turning Model Choice Into an SRE Discipline
Why teams need reproducible model-to-hardware routing policies as local inference and heterogeneous fleets expand.
Sovereign AI Procurement in 2026: Building an Evaluation Stack Before Rollout
A practical framework for governments and regulated enterprises evaluating domestic AI models for broad internal deployment.
Sovereign On-Prem LLM Programs Are Entering the Production Phase
Enterprise announcements around Qwen-class on-prem models show a shift from experimentation to governed, costed, and auditable internal AI platforms.