Posts from practice
Technical insights, architecture decisions, and learnings from real projects.
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Partner-to-In-House Handover Playbook: 10 Steps to Keep Delivery Speed
A practical handover playbook for transitioning from partner-led delivery to in-house ownership without losing speed, quality, or system understanding.
Dynamics 365 Integration Anti-Patterns: 9 Mistakes That Create Hidden Delivery Risk
Nine common Dynamics 365 integration anti-patterns that increase defects, lead time, and maintenance cost. Includes a practical prevention checklist.
AI Governance Checklist for Mid-Sized Companies: 15 Controls Before Go-Live
A practical AI governance checklist for mid-sized teams: ownership, data boundaries, logging, approval rules, and incident handling before production rollout.
RAG in Production: Governance, Evaluation, and Monitoring Blueprint
Moving RAG from pilot to production requires more than model quality. This blueprint covers architecture, governance controls, evaluation, and ongoing monitoring.
AI Readiness Audit for Mid-Sized Teams: 12 Checks Before Your First Pilot
Most AI pilots fail before delivery starts. Use this 12-check readiness audit to evaluate business value, data readiness, governance, and delivery capability.
Build In-House vs Software Partner: A CFO/CTO Decision Model
Cost alone is the wrong lens for delivery decisions. This CFO/CTO model helps evaluate in-house, partner-led, and hybrid options across speed, risk, and total cost.
CLI-first over MCP-by-default: When the command line is the better architecture choice
Many teams integrate with MCP too early. This article explains why CLI-first is often more robust and where MCP should be used as a focused exception.
Before and After: What Actually Improved Performance in a Real Client Project
A practical case study with baseline, actions, and outcomes. See which architecture and delivery changes measurably improved performance and execution speed.
How to Choose a Software Partner: A Practical Evaluation Scorecard
A clear scorecard helps you compare software partners on more than pitch quality. This guide covers criteria, weighting, and a practical evaluation workflow.
The 7 Costliest Website Strategy Mistakes (and How to Fix Them)
Many B2B websites underperform for preventable strategic reasons. These seven mistakes show where demand gets lost and how to improve conversion and lead quality.
Power Platform or Custom Software? A Practical Decision Guide
Low-code and custom software solve different problems. This guide helps you choose the right path for delivery speed, flexibility, governance, and long-term maintainability.
Azure or AWS? A Practical Cloud Decision Guide for Mid-Sized Companies
Choosing Azure or AWS is rarely about brand preference. This guide compares architecture fit, team capability, and operating model so you can decide with confidence.
5 Warning Signs Your Approval Process Has Outgrown Excel and Email
Manual approvals in spreadsheets and inboxes create delays, errors, and poor visibility. These five warning signs show when your process needs a proper workflow.
RAG in Enterprise Applications: Where It Creates Value, and Where It Does Not
Retrieval-Augmented Generation can improve enterprise AI systems, but not every use case needs it. This guide helps you decide where RAG creates measurable value.
Combining Power Platform and Custom Development
Low-code and custom engineering are strongest when combined intentionally. Learn how to split responsibilities so teams move fast without losing architectural control.
How to Prepare a Cloud Migration Before the First Ticket
Cloud migrations often fail before implementation starts because key architecture questions stay unresolved. Here is what to clarify early to reduce risk and rework.
When Kubernetes Makes Sense, and When It Only Adds Complexity
Kubernetes is powerful, but it is not automatically the right platform choice. This guide helps you weigh operational overhead against real delivery and scaling needs.
How to Identify AI Use Cases That Actually Deliver Business Value
Many AI initiatives start with tools instead of business problems. Use this practical approach to identify, prioritize, and validate AI use cases with real impact.
Dynamics 365 and .NET Integrations: How to Keep Process Logic Clean
Dynamics 365 and .NET work best when process responsibilities are clearly separated. This guide explains integration patterns that remain stable as requirements change.
From Modular Monolith to Microservices: How to Migrate Without Overloading Teams
A gradual migration from modular monolith to microservices reduces risk and protects delivery speed. Learn a practical path teams can execute without overload.
When an External Development Partner Makes Sense, and How to Choose
Not every software initiative needs an external delivery partner. This guide explains when outside support adds value and how to choose a partner with less risk.
Arc42, ADRs, and Architecture Decisions: Documentation Teams Actually Use
Arc42 and ADRs help teams document architecture decisions without heavy process. Keep context, options, and consequences clear for onboarding, reviews, and future changes.
Clean Architecture in .NET: Why It Holds Up in Enterprise Projects
Clean Architecture in .NET is more than a pattern debate. Learn how to structure dependencies so teams can ship faster, test reliably, and evolve systems with less friction.
Microservices vs. Monolith: Choosing the Right Architecture for Growing Teams
Microservices sound modern and monoliths sound outdated, but the trade-offs are real. This guide helps growing teams choose architecture based on context, not trends.
Microsoft Power Platform: Automating Business Processes Without Heavy Development
Microsoft Power Platform can digitize business processes quickly. This guide shows when low-code is enough and when custom development should take over.
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