Valendra joins NVIDIA Inception with QDivZero
CompanySep 15, 2026
Valendra joins NVIDIA Inception with QDivZero. Here is what the program adds to our AI engineering practice and the systems we bring into production.
ValendraInsights
Last Cloud & Infrastructure articles
AWS cost optimization | FinOps guide
Cloud InfrastructureApr 12, 2026
AWS cost optimization guide with FinOps: right-sizing, Reserved Instances, Savings Plans, Spot, Kubernetes cost control, and a continuous review process.
Kubernetes in production | Complete guide
Cloud InfrastructureApr 12, 2026
Complete guide to Kubernetes in production: security, scaling, observability, networking, and ingress migration. Everything you need to operate with control.
GitOps with ArgoCD | Helm and environment values
Cloud InfrastructureMar 20, 2026
A practical GitOps implementation guide with ArgoCD, Helm, environment values, PR previews, and hooks, focused on operational benefits that matter.
Airflow 3 migration | Production guide
Cloud InfrastructureMar 11, 2026
How to migrate to Airflow 3 in production with compatibility checks, Task SDK planning, metadata database safeguards, rollback design, and validation gates.
EKS Auto Mode vs Karpenter | How to choose
Cloud InfrastructureMar 11, 2026
A production-focused comparison of EKS Auto Mode vs Karpenter, centered on operational control, day-2 burden, cost, and risk when scaling Kubernetes on AWS.
DevOps trends 2026 | Platforms and reliability
Cloud InfrastructureMar 11, 2026
The DevOps trends in 2026 that actually change delivery, security, cost, and reliability for teams already operating in production.
Migrating NGINX Ingress | Post-retirement guide
Cloud InfrastructureDec 30, 2025
Practical guide to migrating NGINX Ingress after retirement with decision criteria, canary rollout, rollback, and edge control.
Amazon SES multi-tenant | Reputation and delivery
Cloud InfrastructureNov 27, 2025
Practical guide to designing Amazon SES per tenant with isolated reputation, suppression, and metrics without losing operational control.
CI/CD deployment automation | Lower-risk releases
Cloud InfrastructureJul 30, 2025
How to move from manual deployments to governable CI/CD with validation, rollback, and observability in real teams.
Last AI & ML articles
MLOps in production | Practical guide
AIApr 12, 2026
Complete guide to MLOps in production: from self-hosted LLMs to evaluation, embeddings, and agent security. Everything you need to operate ML with control.
RAG in production | Architecture and costs
AIApr 12, 2026
Guide to RAG implementation in production: architecture, chunking, embeddings, retrieval, evaluation, and cost control. From prototype to a governable system.
Self-hosted LLMs | Ollama vs vLLM vs TGI
AIJan 13, 2026
Comparison of Ollama, vLLM, and TGI for self-hosted inference focused on latency, throughput, control, and total cost.
AWS vs GCP vs Azure for AI/ML | 2026 guide
AIJan 13, 2026
2026 comparison of AWS, GCP, and Azure for AI/ML with focus on control, cost, model deployment, and operational friction.
Multimodal embeddings | Search guide
AIAug 16, 2025
How to use multimodal embeddings to align text and image with higher relevance, less friction, and a governable model path.
Scalable model training | Rigor before compute
AIAug 8, 2025
How to standardize model training and evaluation to scale ML with comparable metrics, visible cost, and reproducible results.
Last Software & Security articles
CVE-2025-55182 in React/Next.js | Impact and fix
Software DevelopmentDec 4, 2025
Response guide for CVE-2025-55182 in React and Next.js focused on real exposure, mitigation, and production verification.
More articles
Data platform architecture | Practical guide
More articlesApr 12, 2026
Complete guide to data platform architecture: contracts, lineage, BigQuery, Airflow, and governance. Everything you need to move from storage to a real platform.
BigQuery on GCP | Setup, IAM and credentials
More articlesMar 13, 2026
Enable BigQuery on GCP, create datasets, configure IAM, and generate secure credentials or JSON keys for your data team.
MCP in production | Security and governance
More articlesMar 11, 2026
MCP in production is less about protocol compatibility than control. This guide covers security, authorization, tool isolation, and governance for enterprise teams.
Semantic search for ecommerce | Relevance and ROI
More articlesAug 2, 2025
How to design semantic search for ecommerce with hybrid ranking, observability, and an experience that actually converts.
Personalized recommendations | Ecommerce ROI
More articlesAug 1, 2025
How to design personalized recommendations for ecommerce with better conversion, AOV, and operational control over ranking.
Ecommerce chatbot | Sales and loyalty
More articlesJul 31, 2025
How to design an ecommerce chatbot that reduces friction, improves conversion, and scales without becoming operational debt.
Ecommerce on Kubernetes | Handle traffic spikes
More articlesJul 29, 2025
How to scale an ecommerce platform on Kubernetes and AWS to handle demand spikes without inflating baseline cost or operational risk.
Cloud migration | No-downtime guide
More articlesJul 28, 2025
How to execute a phased cloud migration with rollback, observability, and business continuity without improvisation.
Engineering newsletter
Cloud, data, AI, and software analysis for production systems
Architecture, data platforms, and artificial intelligence explained through the decisions that affect real teams and systems.
We send it when we have something useful to share.
Want us to dive deeper into a topic?
If you have questions about any article or would like us to explore a particular topic, let us know.
Get in touch