Thinking out loud
Documentation is part of the product
A finished project should not depend on me remembering how it works.
That sounds obvious, but documentation is still easy to treat like cleanup: write a README, record one long walkthrough, hand over a few links, and promise to explain the rest later. That is not a handoff. It is a dependency disguised as service.
I want documentation to become a required part of the Always Coded Fresh client process.
One project should produce several kinds of documentation
The developer needs setup, architecture, deployment, rollback, backup, integration, and incident notes.
The client needs onboarding, ownership, recurring-cost, administrator, common-task, troubleshooting, and support guides.
The person using the product needs short, task-based help that matches what is actually on screen.
The next developer or agency needs to know where the source, accounts, data, signing keys, store listings, renewals, and recovery procedures live.
Those are different audiences. One giant README or hour-long video does not serve all of them.
Keep the source portable
The canonical technical documentation should live beside the code in versioned Markdown. It can then be published into a GitHub Wiki, client portal, or public help center depending on who should see it.
That order matters. If the only copy lives in a paid documentation tool, the project's operating knowledge has another fragile subscription dependency. If the repository holds the source, the team can review changes with the code, export a handoff package, and publish selected views without creating multiple unrelated truths.
Every published page should say where its source lives, which product version it describes, who owns it, when it was last checked, and what kind of change makes it stale.
Mobile store launches need real runbooks
Getting an app into Apple's App Store or Google Play is not one “publish” button.
The process includes client-owned developer accounts, organization verification, roles, agreements, signing, bundle or package identity, privacy disclosures, store assets, test accounts, app-review notes, content and permission declarations, beta tracks, review responses, release controls, and post-release verification.
Apple and Google change those requirements. A useful runbook cannot freeze today's checklist forever. It needs links to the official sources, a “last verified” date, and a required review before every submission.
The client should own the long-term store relationship. I can be invited with the access needed to build and submit, but signing, billing, recovery, and account transfer cannot remain a mystery at handoff.
Walkthroughs should come from the project
Client training should be generated from the roles and workflows that actually shipped.
An e-commerce project might need separate walkthroughs for placing an order, uploading artwork, reviewing orders, managing pricing, inviting staff, handling failures, exporting data, and checking backups. An internal operations tool will need a different set.
Each walkthrough should be short and task based. It should include:
- The audience and permission level
- The product version and environment
- Preconditions and expected result
- Written steps plus video when video helps
- Captions, transcript, and accessible screenshots
- Common mistakes and recovery
- A last-reviewed date and an owner
Recordings and screenshots should use staged or synthetic data. A tutorial is not permission to expose a real customer's information, production credentials, private messages, payment details, or recovery codes.
Documentation belongs in the definition of done
A feature is not finished if it changes a client workflow but leaves the guide and walkthrough wrong.
A launch is not finished without deploy, rollback, monitoring, backup, and restore instructions.
A mobile release is not finished without a record of the approved version, source commit, build artifact, store status, rollout decision, and hotfix path.
A handoff is not finished until the client can find account ownership, recurring subscriptions, renewal dates, support boundaries, and the steps for replacing me.
That last point is the standard. Good documentation should make the client more capable and the project less dependent on its original builder.
What to automate
This is a good AI and process-automation target because the source material already exists across code, project tasks, release history, and walkthrough recordings.
The first system can:
- Scaffold the right documentation tree from the stack and project type
- Generate checklists from shipped roles, features, integrations, and deployment targets
- Draft walkthrough plans from completed user stories
- Transcribe approved walkthrough videos into written procedures
- Flag stale pages, broken links, missing owners, and undocumented subscriptions
- Publish reviewed pages to a GitHub Wiki or client portal
AI can prepare the draft and find gaps. A person still has to verify security instructions, store declarations, legal and privacy claims, account ownership, billing, client promises, and anything that can block a release.
The process change
Documentation should start during discovery, grow during the build, pass a launch gate, and end as a tested handoff package.
The repository now has the beginning of that system: a documentation map, stage checklists, project walkthrough rules, App Store and Google Play release runbooks, GitHub Wiki publishing rules, and a definition of done.
The real test will not be whether the document looks thorough. It will be whether the next person can launch, operate, explain, and recover the project without asking me to reconstruct the process from memory.