The Workstation Blog
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Hands-on guides to AI infrastructure, MLOps, models, and shipping to production.
Gateway API Replaces Ingress
Introduction to Gateway API For years, the Ingress resource has been the de facto standard for managing inbound traffic to Kubernetes services. While it served…
TuneBench: AI Agents Hit 99.5% Accuracy
What is TuneBench? TuneBench is built around two cases of increasing complexity: the governor and Automatic Voltage Regulator (AVR) of a synchronous generator…
Agentic AI Boosts Efficiency
Agentic AI is moving from research demos to operational workloads in banking and fintech. For institutions that must balance compliance, legacy core systems…
AI-Driven Wikipedia Shift
The Rise of AI-Driven Wikipedia Wikipedia remains the default first stop for verifying public knowledge, with the English language version having more than…
Automating GitHub Workflows with DynaCI
Introduction to DynaCI For teams in banking, education, healthtech, fintech and tax returns, CI pipelines are not just convenience. They are compliance…
Code as Infrastructure
The Rise of Agentic AI in Process Plant Engineering Process plant engineering is a useful metaphor for how modern software teams in banking, education…
Decoupling Network Policies
Decoupling network policies means moving policy decisions out of individual services. An API gateway becomes the orchestration layer that forwards requests so…
Observability in the Age of Agentic AI: Challenges and Opportunities
Agentic AI is moving from demos to production workflows in regulated industries. In Banking, Education, HealthTech, FinTech and Tax Returns, an agent is no…
Trading Costs with Agents
What is Agentic AI and Why Should You Care? Agentic AI refers to systems that can perceive a goal, plan steps, call tools, and iterate toward completion with…
