Symphony Apps Development logo — teal interlocking S monogram beside the studio wordmark

Notes from the workshop

What we learned building things, written up while it was still fresh. No thought leadership, no listicles.

Tags

190 articles · page 30 of 32

12 Jan 2026

When not to build software

Discovery occasionally ends with a recommendation not to proceed. Here is what that looks like and why we still charge for it.

ProcessScopingClients

Process · 5 min

09 Jan 2026

A checklist for handing a project over

Handover is a deliverable with acceptance criteria, not an email with credentials in it.

ProcessDeliveryClients

Process · 5 min

08 Jan 2026

Context engineering beats prompt tricks

The quality of model-assisted work tracks what the model can see, far more than how the request is phrased.

AIClaudeEngineering

AI · 6 min

07 Jan 2026

How we scoped a fleet platform without guessing

A build note: the questions that changed the architecture of a vehicle-tracking product before a line of it was written.

Case studyScopingEngineering

Case notes · 7 min

06 Jan 2026

Exploratory testing when code arrives faster

Automated suites confirm what you already knew. The value of a human tester went up, not down, the moment code started arriving in bulk.

TestingAIQuality

Quality · 6 min

05 Jan 2026

The review pass we run on every generated diff

Four questions we ask about code a model wrote, in the order that catches the most problems soonest.

AIQualityEngineering

AI · 6 min