Black Dog Labs
Blog
Engineering insights, war stories, and thinking from our team.
aiproductivityengineering
How to Actually Work with AI
Most teams use AI like a search engine. Here's how to use it like a senior engineer.
14 May 2026 Read →
aiengineeringproduct
What Actually Works When Shipping AI Products
Notes from the field on why most AI teams measure the wrong things and fix the wrong problems.
27 April 2026 Read →
aiengineeringproduct
Six Ways AI Projects Go Wrong
The hard part of building with generative AI isn't the AI — it's the same things that sink every software project.
15 April 2026 Read →
devopskubernetesfintech
Deploying at Scale: Lessons from the Trenches
What we've learned after years of shipping production systems for Fintech, Government, and Investment Banks.
1 March 2026 Read →
observabilityopentelemetryopen-source
The Case for Open Source Observability
Why we standardised on OpenTelemetry, Prometheus, and Grafana — and haven't looked back.
15 February 2026 Read →
fintechregulationteams
Why Fintech Companies Need Specialist Teams
The unique intersection of regulatory compliance, low-latency requirements, and security that makes fintech engineering different.
20 January 2026 Read →