How App Deployment Works on Tricknowtech, From Git Push to Live URL

Most small teams and solo developers don't want to run infrastructure. They want to push code and have it show up at a URL. Somewhere between those two states sits a pile of work — provisioning a server, wiring up a process manager, handling builds, keeping secrets somewhere sane — that has nothing to do with the app itself and everything to do with keeping it running.

Tricknowtech's app deployment product exists to remove that pile of work without pretending it doesn't exist. It's built on Dokku, a self-hosted, open-source Heroku-style PaaS, and it's meant for exactly the case above: a team that wants push-to-deploy simplicity and has no interest in operating its own Kubernetes cluster or Docker Swarm to get it.

What's actually running underneath is Dokku

We didn't build a new deployment engine from scratch. Dokku already solves the hard part — taking a git push and turning it into a running application — and it's been doing that reliably for other people's infrastructure for years. What we built is the layer around it: an internal service that SSHes into a managed Dokku host to provision new apps and push deploys on your behalf, and a dashboard and API on top so you never have to touch a terminal to use it.

That's a deliberate choice, not a shortcut. Dokku's behavior is well understood and documented outside of us, which means the deployment mechanism you're relying on isn't a black box we invented and you have to trust blind.

Connect a repo once, then it's just git push

Setup is a one-time OAuth connection — GitHub or GitLab, whichever you use. Once that's linked, the platform can see your repositories and, when you create an app, hook it up to a specific repo and branch. Credentials for that connection, and any deploy secrets tied to the app, are stored encrypted at rest, not sitting in a config file somewhere.

After that, the day-to-day workflow is the one you already have: commit, push. The push triggers a deploy on its own. If you need to redeploy without a new commit — say, after changing an environment variable, or just to rebuild — there's a manual "redeploy now" action available from the dashboard, the API, or your AI assistant, whichever is closer at hand.

Everything about the app lives in one place

The dashboard's deploy section is meant to be the single place you'd ever need to look, rather than the first stop before you go dig through logs somewhere else. It shows the app's current status, its live URL, which repo and branch it's connected to, an editor for its environment variables, any databases provisioned for it along with their credentials, and a full history of past deployments with logs attached.

• App status and live URL, at a glance
• Connected git repository and branch
• Environment variable editor
• Provisioned databases, with credentials
• Deployment history and logs
• Manual redeploy trigger

That's the point of the deploy section — it's the one screen where you manage the app, not a jumping-off point to other tools. Change an environment variable, then trigger a redeploy, without leaving the page.

Or skip the dashboard and ask your assistant

A growing number of developers do most of their work inside an AI coding assistant — Cursor, GitHub Copilot, Claude — and don't want to alt-tab to a separate dashboard just to check whether a deploy succeeded. The Tricknowtech MCP server exposes the same deployment actions as tools any MCP-compatible assistant can call directly: connect_github, list_github_repos, deploy_app, list_apps, get_app_status, get_deploy_prompt, get_app_env_vars, set_app_env_vars, list_app_databases, create_database, get_database_credentials, and upgrade_app_plan.

In practice that means you can stay in your editor and just ask for what you want:

Same underlying actions as the dashboard, same DokkuService doing the actual work — the difference is just where you trigger it from. If you're already mid-task in your assistant, that's one less context switch to lose your place over.

When a deploy fails, you find out immediately

A failed deploy that goes unnoticed is worse than one that fails loudly, because the app is still down either way — you just don't know it yet. When a deployment fails, Tricknowtech fires a push notification right away, rather than leaving you to stumble onto it later when a customer mentions the site is broken or you happen to open the dashboard and notice the status.

That's the same principle behind the rest of this product: the mechanism is ordinary — Dokku, git push, SSH — but the point of having a platform wrap it is that you're not the one who has to notice, log in, and check.