Practical decisions for AI and software
Technical guides to choose models, verify software and plan delivery.
Search every article
Search the full article text.
No posts match your search. Try another term or pick a topic.
Latest articles
New comparisons, practical guides and engineering lessons.
AI & AgentsOpenSandbox Review: Is Self-Hosting Worth It?
A buyer-focused review of OpenSandbox isolation, Credential Vault, Kubernetes operations, hidden costs, production gaps and a 30-day pilot plan.
AI & AgentsTransformers.js Browser AI: When Local Inference Belongs in Your Product
A production guide to private in-browser AI: verified adoption, WebGPU and WASM, real cost, privacy boundaries, use cases, fallbacks and a 30-day pilot.
AI & AgentsCloudflare Kitesurf Review: Cost, Limits and Production Fit
Kitesurf uses less CPU and memory than Chromium but trades speed and compatibility. Review beta pricing, security limits, alternatives and a 30-day pilot.
Delivery & QAAI 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.
Delivery & QAStateful LLM Platform Production Architecture
An anonymized field guide to persistence, tenant access, long-running jobs, external interfaces, deployment controls and continuous QA without a full rewrite.
Business & RegulationSemantica Review 2026: Can It Explain Every AI Agent Decision?
A buyer-focused review of Semantica for decision provenance, policy gates and regulated AI audit trails, including security limits and a two-week pilot scorecard.
Delivery & QATirol Kliniken (TILAK): A Digital Operations Opportunity Map
An independent outside-in analysis of how a public hospital group could connect patient services, telehealth, workflow automation and governed AI into repeatable operational capabilities.
Delivery & QATIWAG Digital Energy: A Software and AI Opportunity Map
An independent outside-in analysis of five product, automation and AI opportunities around smart tariffs, energy communities and utility operations.
AI & AgentsGitHub Spec Kit Review: Is It Worth the Process?
GitHub Spec Kit replaces one-shot vibe coding with reviewed specifications, plans and tasks. Here is where that structure pays off, where it adds ceremony and how to run a production pilot.
Get the next field note
One concise email when we publish. No tracking pixels, and no inbox filler.