Le blog Workstation
AI Agents
Articles étiquetés AI Agents.
MCP for DevOps: Give Agents Pipeline Context Without the Keys
How platform teams can use the Model Context Protocol safely: start with read-only servers and scoped identities behind a gateway, trace every tool call, and add write tools only behind human approval. Includes RBAC, tool and task examples.
Gemini 4 Argon: What It Means for Your Team, and Where to Use It First
Gemini 4 Argon is built to work for hours on one measurable problem. Here is what shipped, the real costs, and how to pilot it safely on your own backlog.
Balinder WaliaLire 
Workstation AI Shop: Promoting the AI Sales Storefront Through int → test → acc → prod
Workstation AI Shop sells GPU machines with a fully autonomous AI Sales Agent that configures the basket. See how Ring Promoter moves each build through int → test → acc → prod — with Orbit screenshots release engineers and stakeholders share.
Balinder WaliaLire 
NVIDIA OpenShell: Secure Agent Runtime on Mac Studio and GPU Workstations
NVIDIA OpenShell governs autonomous agents with sandboxes, policy, and credential isolation. Workstation explains how to run it on Mac Studio (Apple GPU host inference) and on Linux with NVIDIA --gpu.
Balinder WaliaLire 
Claude Code Routines : agents cloud planifiés, sous-routines et co-routines
Les Routines de Claude Code exécutent des tâches d'agent enregistrées sur le cloud d'Anthropic selon une planification, via API ou sur des événements GitHub. Fonctionnement, configuration et enchaînement.
Balinder WaliaLire 
Claude Code, Claude Cowork & ChatGPT for Business Teams
Which teams should use Claude Code, Claude Cowork, or ChatGPT/OpenAI Agents — and the controls Workstation recommends before production.
Balinder WaliaLire 
Enterprise Agentic Frameworks: LangChain, LangGraph & Airflow 3
Operational guide to LangGraph agents, LangSmith evals, and Apache Airflow 3 schedules — with Workstation promotion and edge patterns.
Balinder WaliaLire 
AI GPU Workstations: NVIDIA DGX Spark/Station & Mac Studio M5
How Workstation maps NVIDIA DGX Spark, DGX Station, and Mac Studio M5 into AI Labs and SME packages — factual positioning, no invented prices.
Balinder WaliaLire 
How to Deploy Secure AI Agents in Healthcare
AI agents can book appointments, take payments and support clinical work. Here is how healthcare teams can give them the right access, and no more.
Balinder WaliaLire 
Découvrir les goulots d'étranglement du LLM : observabilité, OTEL et contrôle des coûts
Workstation pour découvrir les goulots d'étranglement des agents LLM avec observabilité : OpenTelemetry, Prometheus/Grafana/Thanos, Langfuse — avec des avantages/inconvénients clairs, des leviers de coûts et des mesures d'utilisation qui protègent les marges.
Balinder WaliaLire