Delivery and QA
Architecture, production readiness and quality practices for software that must keep working.
- Blog posts
- 33
- 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
EU Battery Passport Software Architecture for 2027
Turn the 18 February 2027 deadline into a buildable identity, data, access, QR, and lifecycle architecture.
EU Data Act: Connected-Product API Checklist
Prepare the Article 3 access-by-design duty for products placed on the market after 12 September 2026, while the Data Act already applies generally.
Cursor Origin vs GitHub: Should Your Team Switch?
Cursor now hosts code, but Origin is still an early beta. Compare sync behavior, CI, governance, price and a low-risk pilot before moving your source of truth.
MoneyPrinterTurbo Review 2026: Free AI Video, Real Costs
MoneyPrinterTurbo turns a topic into a narrated short, but free code is only the start. See its setup, hidden costs, licensing, platform risk and production fit.
Odoo API integration: the five limits that decide your architecture
Odoo Cloud treats one call per second as acceptable use, every JSON-2 call is its own transaction, and XML-RPC has a removal date. What that forces on an integration.
AI in Grocery Retail: An MPREIS Opportunity Map
An independent outside-in analysis of demand forecasting, fresh-food workflows, the customer app and a pragmatic 90-day validation path for grocery retail.
Complete article directory
- 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