Sub-second deploys
Our incremental build engine caches every artifact at the layer level. A typical Node.js service redeploys in 0.8 seconds on a warm runner — no waiting around for a full rebuild every time you push a hotfix.
Ship faster. Scale smarter.
From commit to production in under 48 hours
Practice of Edinburgh gives your engineering team the infrastructure layer to ship without waiting weeks on DevOps bottlenecks.
Three things that make teams pick us on day one
Speed is a feature. Here's how we bake it into every layer of the stack.
API-first by default
Every capability we ship comes with a typed REST and GraphQL interface from day one. You can wire Practice of Edinburgh into your existing CI/CD, Slack alerts, or observability stack without touching a GUI.
Scales to zero — and back
Idle environments spin down automatically and cold-start in under 200 ms. You pay for compute only when traffic hits, which means your staging fleet costs pennies, not hundreds of dollars a month.
“We cut our release cycle from two weeks to under three days in the first month. The deploy times are absurdly fast — our on-call rotation actually has weekends now.”
Marcus Delgado, Staff Engineer, Austin TX
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Why speed compounds over time
Every day your team spends waiting on a deploy pipeline is a day you're not learning from real user behavior. Practice of Edinburgh was built around a single conviction: the gap between writing code and getting feedback from production should be measured in minutes, not sprints. Our Dallas engineering team has obsessed over build caches, artifact diffing, and container warm-start mechanics so you don't have to. The result is an indigo-tech platform — clean, focused, and relentlessly fast — that lets small teams punch well above their headcount by eliminating the invisible overhead that slows down every growing engineering org.
What you can connect on day one
Practice of Edinburgh integrates natively with the tools your team already uses.
GitHub & GitLab
Push-triggered pipelines activate the moment a branch is created. Draft PRs get ephemeral preview environments automatically, so reviewers always test against live code — not a screenshot in a Notion doc.
PagerDuty & Slack
Deploy events, health checks, and rollback alerts flow into your existing incident channels. You choose the noise level — we surface only what changes, not every log line.
Postgres & Redis
Managed database provisioning takes under 90 seconds. Schema migrations run in isolated transactions with automatic rollback on error, so a bad migration never takes your whole service down.
SOC 2 Type II ready
Audit logs, role-based access, and secrets management are built in — not bolt-ons. If your enterprise customers ask for a security review, you already have the controls in place.