Insights

Better questions.
Better digital products.

Practical perspectives for founders, product teams and businesses making their next technology decision.

Webhooks and idempotency: prevent one event becoming two actions — illustrated guide
Backend & cloud

Webhooks and idempotency: prevent one event becoming two actions

Make repeated event delivery safe without accidentally discarding legitimate updates.

2 min read
Data migration: reconcile before calling it complete — illustrated guide
Backend & cloud

Data migration: reconcile before calling it complete

Plan mapping, trial runs and rollback so moving records does not lose their business meaning.

2 min read
Choosing cloud hosting without overengineering the first release — illustrated guide
Backend & cloud

Choosing cloud hosting without overengineering the first release

Compare operational needs, data requirements and recurring costs before selecting infrastructure.

2 min read
Do you need an AI chatbot, or a better workflow? — illustrated guide
AI & automation

Do you need an AI chatbot, or a better workflow?

Choose a conversational assistant or structured automation by examining the work, not the interface.

2 min read
RAG explained: helping AI answer from your documents — illustrated guide
AI & automation

RAG explained: helping AI answer from your documents

What retrieval-augmented generation does, where it helps and why source quality still matters.

2 min read
How to tell whether an AI pilot is worth continuing — illustrated guide
AI & automation

How to tell whether an AI pilot is worth continuing

Define a baseline, measure the complete task and agree a decision before a pilot begins.

2 min read
Human review in AI products: make approval meaningful — illustrated guide
AI & automation

Human review in AI products: make approval meaningful

Help reviewers compare evidence, correct mistakes and approve a specific result.

2 min read
Prompt injection: why an AI assistant needs boundaries — illustrated guide
AI & automation

Prompt injection: why an AI assistant needs boundaries

Understand untrusted instructions and the practical importance of constrained tools.

2 min read
The AI costs that do not appear on a token bill — illustrated guide
AI & automation

The AI costs that do not appear on a token bill

Budget for review, evaluation and operations as well as model usage.

2 min read

Showing 28–36 of 53 insights

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