Selected Insights
Internal documentation, performance reports, and architectural decisions from the studio.
Modernise Without Downtime: Lower the Risk
Modernise without downtime is a risk goal, not a promise. Parallel running, the strangler pattern, feature flags and rollback for UK teams.
Read articleAPI-First Architecture: What to Ask Vendors
API-first architecture means your tools can connect without retyping. Why a closed tool becomes a trap, and what to ask before you buy.
Read articleSpreadsheet to Database: When to Make the Move
A spreadsheet to database move is a decision, not a default. When a workbook is still enough, the signals you have outgrown it, and a cautious sequence.
Read articleLegacy System Migration: A Decision Guide
Legacy system migration is a decision, not a switch. When to leave, strangler versus big bang, and how to plan for downtime and data loss.
Read articleRate Limiting Explained for Business Systems
Rate limiting explained: why automations fail at volume, what a 429 means, and how queues and backoff keep work from stalling.
Read articleIdempotency Explained for Business Systems
Idempotency explained: doing a job twice should match doing it once. How to stop a second invoice, email, or charge when a request repeats.
Read articleRetry Strategy for Automation Failures
A retry strategy decides when an automation tries again, how long to wait, and when to stop. Recover timeouts without loops or duplicates.
Read articleSustainable AI Costs | Long-Term Management Guide
Keep AI system costs sustainable long-term. Strategies for token optimisation, model selection, caching, and architecture decisions that control costs.
Read articleAI Regulation UK: What Businesses Must Prepare For
UK data protection changes, EU AI Act scope and timelines, and practical checks for business AI systems. Legal sources reviewed September 2026.
Read articlePortable AI Architectures | Design Guide
Design AI systems that aren't locked to one provider. Architecture patterns for model portability, data portability, and infrastructure independence.
Read articleAvoiding AI Vendor Lock-In | Strategy Guide
Avoid AI vendor lock-in with portable architectures, abstraction layers, and multi-provider strategies. Keep your options open as the AI market evolves.
Read articleBuilding AI Systems That Survive Model Upgrades
Build AI systems that handle model upgrades smoothly. Architecture patterns for model-agnostic design, testing strategies, and safe rollout approaches.
Read article