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Guides pratiques sur l'infrastructure IA, le MLOps, les modèles et la mise en production.
Agentic AI in Production: Permissions, Approval Gates, Traces and Evals
A practical playbook for running AI agents in production: classify every tool by side effect, gate mutations behind a human, set hard stop conditions, trace each step with OpenTelemetry and evaluate continuously.
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 
AWS Resilience Hub: Keep Workload Scope and Recovery Targets Aligned
A practical guide to the September 2026 Resilience Hub features: scope EKS services with labels, use dependency discovery and insights to find hidden coupling, classify hard and soft dependencies, and share one resilience policy across AWS accounts.
Observability Is Not Optional: Make It a Business Standard
Why fragmented monitoring creates blind spots, duplicate spend, and slow incidents — and how to make centralised observability a non-negotiable company standard.
Balinder WaliaLire 
WSL Vault for Compliance: One Tenant Never Opens Another’s Secrets
How WSL Vault keeps app, team, and environment tenants cryptographically isolated — so a stolen root-style token cannot empty the estate — and why dual-tenant control beats secrets sprawl.
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 
Ring Promoter vs Argo CD, Kargo and CI: Which Tool Answers Which Release Question
Argo CD syncs, CI builds, Ring Promoter promotes. A fact-checked look at the comparison, its honest limits, which tool fits, and how to record the choice as an ADR.
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 
The Half-Built House: Why IT Projects Stall, and How to Get Them Moving Again
Why IT projects get stuck between 'nearly done' and 'live', and a simple way out: the house analogy, MoSCoW, a stakeholder vote, clear options and a deadline. Plus how to use AI with non-technical stakeholders.
Balinder WaliaLire