Practical decisions for AI and software
Technical guides to choose models, verify software and plan delivery.
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New comparisons, practical guides and engineering lessons.
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.
AI & AgentsInternal AI Agent Marketplace: A 2026 Enterprise Build Guide
Build a governed internal agent catalog employees will use. Architecture, listing contract, identity, context, evaluations, approvals, metrics and a 90-day rollout.
AI & AgentsHow to Self-Host LiteLLM in Production: 2026 Guide
A security-first LiteLLM deployment guide for teams choosing their own AI gateway: architecture, Postgres, Redis, keys, upgrades, cost and go-live checks.
Business & RegulationSoftware Project Takeover: A 30-Day Provider Change Plan
Changing the team behind a live product is not a repository transfer. Use this 30-day plan to regain control, prove releases and recovery, and select a provider that can inherit before it rebuilds.
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