Insights & perspectives

Krizia Chronicles

Practical notes from our architects on cloud, cost and scale — no fluff.

GCP VM Idle Detection & Auto-Shutdown: Stop Paying for Sleeping Servers
Cloud Engineering Knowledge Base
August 01, 2026

GCP VM Idle Detection & Auto-Shutdown: Stop Paying for Sleeping Servers

GCP idle detection is recommendation-based (1–14 days). For real savings you need a fast auto-shutdown: a 15-minute in-guest idle watchdog. Here is how we build it.

Read details Indresh P. Singh
Remote Desktop Services on Google Cloud: Secure RDS + RD Gateway Setup
Cloud Engineering Knowledge Base
August 01, 2026

Remote Desktop Services on Google Cloud: Secure RDS + RD Gateway Setup

How to run Remote Desktop Services on GCP: Session Hosts with a golden image, Connection Broker, RD Gateway with MFA, and URL filtering — no VPN required.

Read details Indresh P. Singh
Google Cloud Instance Schedules: Auto Start/Stop VMs and Save 40%
Cloud Engineering Knowledge Base
August 01, 2026

Google Cloud Instance Schedules: Auto Start/Stop VMs and Save 40%

Google Cloud Instance Schedules let you auto start/stop VMs on a 9–6 Mon–Sat business schedule. How they work, limits, and a real case where it saved ~40% on compute.

Read details Indresh P. Singh
FSLogix Profile Containers on Azure Files: Setup & Best Practices
Cloud Engineering Knowledge Base
August 01, 2026

FSLogix Profile Containers on Azure Files: Setup & Best Practices

How FSLogix profile containers on Azure Files make AVD user profiles portable across sessions — setup steps, sizing, and best practices from production.

Read details Indresh P. Singh
AVD Autoscale: How to Cut Your Azure Virtual Desktop Bill
Cloud Engineering Knowledge Base
August 01, 2026

AVD Autoscale: How to Cut Your Azure Virtual Desktop Bill

The AVD Autoscale playbook: pre-warming host pools before shifts, breadth-first load balancing, consolidating sessions, and shutting down after hours to cut costs dramatically.

Read details Indresh P. Singh
Azure Virtual Desktop Cost per User in 2026: Real Pricing Breakdown
Cloud Engineering Knowledge Base
August 01, 2026

Azure Virtual Desktop Cost per User in 2026: Real Pricing Breakdown

What AVD really costs per user in 2026: VMs, Windows 11 multi-session licensing, FSLogix on Azure Files, and Autoscale savings — with a real 200-desktop example.

Read details Indresh P. Singh
SAP S/4HANA Migration Without Downtime: The DMO Two-Rehearsal Method
Cloud Engineering Knowledge Base
August 01, 2026

SAP S/4HANA Migration Without Downtime: The DMO Two-Rehearsal Method

How to migrate SAP ECC to S/4HANA with a single weekend of downtime: SAP SUM 2.0 DMO, sandbox rehearsal, quality rehearsal, and a four-week safety net.

Read details Indresh P. Singh
S/4HANA on AWS: Complete Sizing Guide (r8i Instances, Memory & IOPS)
Cloud Engineering Knowledge Base
August 01, 2026

S/4HANA on AWS: Complete Sizing Guide (r8i Instances, Memory & IOPS)

How to size S/4HANA on AWS correctly: SAPS, memory, r8i instance selection, EBS IOPS, HA and DR placement. With a real 1.8 TB database example.

Read details Indresh P. Singh
SAP ECC 2027 End of Support: What It Means & Your Migration Timeline
Cloud Engineering Knowledge Base
August 01, 2026

SAP ECC 2027 End of Support: What It Means & Your Migration Timeline

SAP ends standard support for ECC on 31 December 2027. Here is exactly what that means, what extended maintenance will cost, and a realistic migration timeline to S/4HANA.

Read details Indresh P. Singh
Staying Ahead in AI and Cloud: Curated Resources
Tech Education & Resources
March 16, 2026

Staying Ahead in AI and Cloud: Curated Resources

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Global Tech Landscape Shifts: Emerging Trends and Industry Movements
Tech News & Industry Shifts
March 16, 2026

Global Tech Landscape Shifts: Emerging Trends and Industry Movements

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Revolutionizing Enterprise Landscapes: Cloud and AI Product Launches
Cloud & AI Product Launches
March 15, 2026

Revolutionizing Enterprise Landscapes: Cloud and AI Product Launches

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Cloud Sovereignty in India: A Deep Dive into the Latest Tool Releases
Cloud & AI Product Launches
March 15, 2026

Cloud Sovereignty in India: A Deep Dive into the Latest Tool Releases

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Staying Ahead in AI and Cloud: Top Resources
Tech Education & Resources
March 14, 2026

Staying Ahead in AI and Cloud: Top Resources

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Staying Ahead in AI and Cloud: Top Resources
Tech Education & Resources
March 13, 2026

Staying Ahead in AI and Cloud: Top Resources

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Shaping the Future of Tech: Emerging Trends and Industry Shifts
Tech News & Industry Shifts
March 13, 2026

Shaping the Future of Tech: Emerging Trends and Industry Shifts

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Analyzing the Financial Side of Tech
IT Markets & Enterprise Shares
March 12, 2026

Analyzing the Financial Side of Tech

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Global Tech Landscape Shifts: Emerging Trends and Industry Movements
Tech News & Industry Shifts
March 12, 2026

Global Tech Landscape Shifts: Emerging Trends and Industry Movements

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Deciphering the Financial Landscape of Tech: AI, Stocks, and VC Investments
IT Markets & Enterprise Shares
March 11, 2026

Deciphering the Financial Landscape of Tech: AI, Stocks, and VC Investments

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Unlocking Cloud Sovereignty in India: A Deep Dive into Latest Tool Releases
Cloud & AI Product Launches
March 11, 2026

Unlocking Cloud Sovereignty in India: A Deep Dive into Latest Tool Releases

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Staying Ahead in AI and Cloud: Curated Resources
Tech Education & Resources
March 10, 2026

Staying Ahead in AI and Cloud: Curated Resources

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Staying Ahead in AI and Cloud: Curated Resources for Indian Enterprises
Tech Education & Resources
March 10, 2026

Staying Ahead in AI and Cloud: Curated Resources for Indian Enterprises

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Analyzing ROI on AI and Tech Giants' Stock Performance
IT Markets & Enterprise Shares
March 09, 2026

Analyzing ROI on AI and Tech Giants' Stock Performance

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Elevating Tech Expertise in India: Top AI and Cloud Resources
Tech Education & Resources
March 08, 2026

Elevating Tech Expertise in India: Top AI and Cloud Resources

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Staying Ahead in AI and Cloud: Top Resources for Indian Enterprises
Tech Education & Resources
March 08, 2026

Staying Ahead in AI and Cloud: Top Resources for Indian Enterprises

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Deciphering the Financial Facet of Tech: An In-Depth Analysis
IT Markets & Enterprise Shares
March 08, 2026

Deciphering the Financial Facet of Tech: An In-Depth Analysis

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
The Geospatial Convergence: 2026 Trends Redefining Digital Sovereignty in India
Tech News & Industry Shifts
March 07, 2026

The Geospatial Convergence: 2026 Trends Redefining Digital Sovereignty in India

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
The Essential Resource Stack: Mastering AI, Cloud Infrastructure, and Compliance
Tech Education & Resources
March 02, 2026

The Essential Resource Stack: Mastering AI, Cloud Infrastructure, and Compliance

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Top AI Tools Every Tech Professional Needs in 2026
Cloud Engineering Knowledge Base
March 01, 2026

Top AI Tools Every Tech Professional Needs in 2026

Stay ahead of the curve with our curated list of the most powerful and essential AI tools defining the modern tech stack.

Read details Indresh P. Singh
Coworking and AI: The Future of Collaborative Workspaces
Tech Startup Ecosystem & Investment
March 01, 2026

Coworking and AI: The Future of Collaborative Workspaces

Coworking spaces are no longer just about shared desks. See how AI integration and smart environments are redefining collaborative work.

Read details Indresh P. Singh
The Rise of Autonomous AI Agents: Transforming the Way We Work
Cloud & AI Product Launches
March 01, 2026

The Rise of Autonomous AI Agents: Transforming the Way We Work

Discover how autonomous AI agents are moving beyond chatbots to become proactive digital coworkers, transforming operations and strategy across industries.

Read details Indresh P. Singh
Navigating the Chaos: Real-Time Challenges in SAP BTP & Cloud Migrations
Cloud Engineering Knowledge Base
March 01, 2026

Navigating the Chaos: Real-Time Challenges in SAP BTP & Cloud Migrations

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
Top 7 Technical YouTube Channels to Master AI & Cloud Engineering in 2026
Tech Education & Resources
March 01, 2026

Top 7 Technical YouTube Channels to Master AI & Cloud Engineering in 2026

Engineering notes on architecture and reliability.

Read details Indresh P. Singh
The Global Engine: Nasscom Reports Indian AI Services Reached $20B in 2026 Revenue
February 28, 2026

The Global Engine: Nasscom Reports Indian AI Services Reached $20B in 2026 Revenue

Nasscom reports that Indian AI services revenue hit $20B in 2026. The world is no longer outsourcing 'support'; they are outsourcing 'AI Intelligence' from India.

Read details Indresh P. Singh
The 2026 DPDP Reality: How Indian Firms are Implementing AI-Driven Compliance to Avoid 250Cr Penalties
February 28, 2026

The 2026 DPDP Reality: How Indian Firms are Implementing AI-Driven Compliance to Avoid 250Cr Penalties

With DPDP penalties reaching up to ₹250 Cr, Indian firms in 2026 are turning to AI-governed 'Digital Vaults' to ensure absolute data sovereignty.

Read details Indresh P. Singh
India's $5 Trillion Goal: How Localized AI in 2026 is Powering the Next Economic Leap
February 28, 2026

India's $5 Trillion Goal: How Localized AI in 2026 is Powering the Next Economic Leap

As India nears its $5 Trillion milestone in 2026, localized AI—speaking 22 languages and reaching Tier-3 cities—is the new engine of growth.

Read details Indresh P. Singh
The Great 'Cloud Exit' of 2026: Why Leaders are Building Custom Platforms to Curb 25% Yearly SaaS Inflation
February 28, 2026

The Great 'Cloud Exit' of 2026: Why Leaders are Building Custom Platforms to Curb 25% Yearly SaaS Inflation

With generic SaaS costs rising 25% annually, 2026 has become the year of the 'Cloud Exit.' Smart enterprises are regaining control by building custom-tailored IP.

Read details Indresh P. Singh
Sustainable Cloud 2026: Navigating the EU Data Center Directive with Carbon-Aware Computing
February 28, 2026

Sustainable Cloud 2026: Navigating the EU Data Center Directive with Carbon-Aware Computing

With the EU's 2026 Data Center Directive now in full force, sustainability is no longer optional. See how carbon-aware scheduling is saving 20% on cloud energy costs.

Read details Indresh P. Singh
The 2026 AI Renaissance: Gartner Predicts 40% of Enterprise Apps will be Agentic
February 28, 2026

The 2026 AI Renaissance: Gartner Predicts 40% of Enterprise Apps will be Agentic

March 2026 marks the tipping point for autonomous agents. With 40% of enterprise software now transitioning to agentic workflows, the era of passive chatbots is over.

Read details Indresh P. Singh

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