Delivery and QA
Architecture, production readiness and quality practices for software that must keep working.
- Blog posts
- 41
- Focused clusters
- 02
Focused clusters
Start with the cornerstone
- Smart City Architecture Best Practices: MQTT, LoRaWAN, Kubernetes and TerraformA vendor-neutral guide to building smart-city platforms that survive production: MQTT at the edge, LoRaWAN and ChirpStack for private sensor networks, FIWARE/NGSI-LD and SensorThings for interoperability, Terraform for repeatable infrastructure, and Kubernetes only when the team can operate it.
- QA for AI-Generated CodeA risk-based verification guide for AI-assisted code, covering trust boundaries, failure paths, dependencies, concurrency, operational evidence, and the limits of any review.
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Latest in this collection
ChatGPT Dots + GitHub: From Bug Report to Reviewed PR
Turn bug reports into reviewable fixes, not unchecked merges. A practical Dots workflow with a reusable brief, test evidence and clear permission boundaries.
Shopify B2B Order Approvals: Native Features, Apps, or a Custom Buyer Portal?
Customer approval is not employee purchase approval. Compare native Shopify controls, buyer-team apps and the custom layer needed for budgets and ERP handoffs.
Shopify–ERP Returns and Refunds: When the Standard Connector Is Not Enough
One full refund is not an integration test. Use 18 acceptance scenarios to check partial refunds, split invoices, exchanges and recovery before replacing a connector.
Integrating an ERP Without an API: File Exchange, Database Access, RPA, or Replacement?
No API does not mean RPA is the only option. Compare supported access paths, prove recovery, and decide whether to integrate, keep a manual boundary or replace.
Managing Multiple Shopify Stores: Reporting App or Custom Operations Dashboard?
Reporting shows a delivery problem. An operational workflow gives it an owner and a verified outcome. Compare existing tools, extensions and custom work using the MyMerch case and 14 proposed tests.
Apple Container vs Docker: Compose, Networking and Migration
Can Apple Container replace Docker on your Mac? Check Compose and Docker API dependencies, fix localhost assumptions, preserve data and pilot the switch.
Complete article directory
- ChatGPT Dots + GitHub: From Bug Report to Reviewed PR
- Shopify B2B Order Approvals: Native Features, Apps, or a Custom Buyer Portal?
- Shopify–ERP Returns and Refunds: When the Standard Connector Is Not Enough
- Integrating an ERP Without an API: File Exchange, Database Access, RPA, or Replacement?
- Managing Multiple Shopify Stores: Reporting App or Custom Operations Dashboard?
- Apple Container vs Docker: Compose, Networking and Migration
- Pake: Turn Websites into Desktop Apps Without Electron
- Flughafen Innsbruck: An Independent Software, Digitalisation and AI Opportunity Map
- EU Battery Passport Software Architecture for 2027
- EU Data Act: Connected-Product API Checklist
- Cursor Origin vs GitHub: Should Your Team Switch?
- MoneyPrinterTurbo Review 2026: Free AI Video, Real Costs
- Odoo API integration: the five limits that decide your architecture
- AI in Grocery Retail: An MPREIS Opportunity Map
- Stateful LLM Platform Production Architecture
- Tirol Kliniken (TILAK): A Digital Operations Opportunity Map
- TIWAG Digital Energy: A Software and AI Opportunity Map
- AI 3D Model Generators for Game Development: 2026 Guide
- Fintech Architecture Remediation Without a Rewrite
- Agentic Testing vs Test Automation: 2026 Pilot Guide
- Tampermonkey Workflow Automation
- Will AI Kill Cross-Platform Frameworks?
- Floci vs LocalStack: AWS Emulator Review for CI in 2026
- Git Worktrees vs Jujutsu for AI Coding Agents: 2026 Decision Guide
- External QA Benchmark: What We Find in the First 30 Days
- Programming Languages Matter Less. Software Engineering Matters More.
- The Future of Enterprise Software
- What Software Maintenance Costs After Launch: A DACH SaaS Benchmark
- Smart City Architecture Best Practices: MQTT, LoRaWAN, Kubernetes and Terraform
- The Factory Returns
- Agile De-engineering
- Lovable, Bolt, and Replit App Due Diligence
- The Vibe-Code Production-Readiness Checklist
- What It Costs to Make a Vibe-Coded App Production-Ready
- QA for AI-Generated Code
- From Lovable and Cursor Prototype to Production: The Migration Checklist
- Vibe-Coded Software Audit: What to Check Before Launch
- React Native vs Flutter for DACH Hiring in 2026
- LoRaWAN vs NB-IoT vs Sigfox: Budget an IoT Pilot
- Software Is a Living Product
- What Test-Driven Development Can and Cannot Prove