Know-how
How we build with AI, written down.
Practical notes from our engineers on working with coding agents in production: context, specs, testing and support. Plus case studies from client work and hours of hands-on video.
01 Know-how articles
Methods we use on client work every week.
Know-How
Agentic software development flows
Agentic coding works when the spec, not the prompt, is the source of truth. Here is the flow we use to turn intent into shipped software with agents doing the mechanical work and senior engineers owning the decisions.
Jun 15, 2026 · 4 min read
Read
Know-How
Using agents to troubleshoot production issues
Wiring agents into your observability stack can make the path from alert to root cause clearer, but only if a human stays accountable for the fix. Here is a practical way to let agents triage and explain incidents without letting them act unsupervised.
Jun 15, 2026 · 4 min read
Read
Know-How
A new approach to testing with agentic browsers
Agentic browsers let you describe a test in plain language and have an agent drive the UI to verify it. Here is how to use them without trading away the reliability and accountability that real test suites give you.
Jun 15, 2026 · 4 min read
Read
02 The method
What every article comes back to.
Three of the six practices our engineers use on every engagement. The articles and videos go deep on each one.
Context engineering
Agents are only as good as the context they work in. We build and maintain agent docs, wikis, knowledge graphs and PRDs alongside the code.
Spec-driven development
The right specs, in the right order, reviewed by your stakeholders before code is written. We built Supaspec.dev to work this way.
Agentic testing, in parallel
While features are built, agents test APIs, drive the product in a browser, collect evidence and file bug reports for the engineer to triage.
03 Case studies
The same methods, on client work.
Consumer software
Consumer platform launched with a stronger engineering foundation
Series A scale-up
Stood up a senior product squad to design, build, and ship a customer-facing platform from zero to a production launch.
- Launched to production
- Replaced 3 internal tools
Next.js · Node · Postgres
Read
Restaurant technology
Operational platform modernization
Multi-location restaurant group
Re-platformed core ordering, payments, and operations on a unified system that scales across markets and venues.
- Higher channel coverage
- Lower op cost
TypeScript · AWS · Event-driven
Read
04 On YouTube
Watch us build.
Long-form, hands-on sessions with coding agents, specs and testing. The best place to see the methodology in practice.
05 Workshops
Bring this methodology to your team.
Hands-on workshops and webinars for your engineers, tailored to your stack: context engineering, spec-driven development, agentic testing and safe production use.