Insights
Technical guidance, product decisions and practical lessons across AI, SaaS, commerce, content and performance.
Editorial direction
The insights library supports service pages with original, technically credible content. Every article below is a published piece, kept current as the systems we build change.
Latest articles
Web Architecture
Scalability is structural, not a matter of more infrastructure: dependency boundaries, stateless instances, additive data models, off-path work, contained failure and instrumentation that answers real questions.
Content Platforms
A decision framework rather than a recommendation: what each model optimises for, how rendering strategy changes the question, and where the long-term cost actually sits.
AI Engineering
A threat model for the feature, then architecture: authority in deterministic code, least privilege for tools, secrets out of context, scoped retrieval, audit trails and reversible surfaces.
Web Performance
Core Web Vitals are a proxy, not a goal. Measure server response and the client boundary, send less JavaScript, reserve space, and add budgets so gains are not given back.
Delivery and Process
The stages of an engineering-led delivery process, the artefact each one leaves behind, the four stage gates, and the signals that show the process is working.
Web Architecture
Global identity, tenant membership and tenant-scoped grants are three different things. Where they belong, how isolation models compare, where background work leaks tenant scope, and how to test the result.
AI Engineering
Build the evaluation set before the first prompt change: deterministic checks first, model grading with stated limits, latency and cost budgets, CI versus human review, and keeping the set honest.
Technical SEO
Rendering strategy measured against current crawler behaviour: what client-only rendering actually risks, canonicals, pagination, faceted URLs, structured data that matches visible content, and migration checks.
How we move
Start from real questions and first-hand technical context.
Build a clear answer around evidence and examples.
Check accuracy, usefulness and original contribution.
Measure performance and keep the guidance current.
Bring us the problem behind the search query.
Latest thinking
Showing 1–8 of 8
Rendering strategy measured against current crawler behaviour: what client-only rendering actually risks, canonicals, pagination, faceted URLs, structured data that matches visible content, and migration checks.
Build the evaluation set before the first prompt change: deterministic checks first, model grading with stated limits, latency and cost budgets, CI versus human review, and keeping the set honest.
Global identity, tenant membership and tenant-scoped grants are three different things. Where they belong, how isolation models compare, where background work leaks tenant scope, and how to test the result.
The stages of an engineering-led delivery process, the artefact each one leaves behind, the four stage gates, and the signals that show the process is working.
Core Web Vitals are a proxy, not a goal. Measure server response and the client boundary, send less JavaScript, reserve space, and add budgets so gains are not given back.
A threat model for the feature, then architecture: authority in deterministic code, least privilege for tools, secrets out of context, scoped retrieval, audit trails and reversible surfaces.
A decision framework rather than a recommendation: what each model optimises for, how rendering strategy changes the question, and where the long-term cost actually sits.
Scalability is structural, not a matter of more infrastructure: dependency boundaries, stateless instances, additive data models, off-path work, contained failure and instrumentation that answers real questions.