Writer

Enterprise AI platform with brand rules, agents, and governance

NOT REALLY · consider alternatives
price variesestimated build time not a true replacement; consolation build in one to two daysreplaced by 0 people

Do not mistake the interface for the product. Writer's durable value is model, data, workflow, which a solo one-shot build cannot reproduce responsibly. The prompt therefore builds only the closest honest personal consolation tool.

Build verification: not recorded. How we judge buildability

What you give up

  • brand-trained workflows
  • team governance and integrations
  • vendor-managed prompt and quality tuning
  • proprietary models or classifiers

Why people still pay

Writer: Customers pay for tuned workflows, predictable quality, governance, and a product team absorbing model churn rather than for the text box alone.

Your build guide

The stack, security requirements, and agent rules for a focused replacement.

Before you start

  • OpenAI API key in .env
  • Node.js 22
  • SQLite database
  • Explicit README warning that this is a consolation build, not a production replacement
01
Use exactly this stack: Next.js 15 + TypeScript + SQLite.
02
Model source documents, editable pages or notes, internal links, revisions, and exports; retain source IDs and timestamps.
03
Interface for this enterprise AI writing workflow: a local web page with input, progress, review, and export views.
engineering roadmap

Implementation plan

1

Phase 1, architecture and data

Use exactly this stack: Next.js 15 + TypeScript + SQLite. Model source documents, editable pages or notes, internal links, revisions, and exports; retain source IDs and timestamps.

2

Phase 2, implement

For enterprise AI writing, accept source text, a named instruction preset, and a user-selected model credential.

3

Phase 3, implement

Generate a draft as a new revision, preserving the source and recording prompt/model metadata.

4

Phase 4, review and output

Let the writer compare revisions, accept edits, and export Markdown.

5

Phase 5, recovery and acceptance

Verify this invariant with a saved fixture: A model failure cannot overwrite the source; quoted facts must stay traceable to supplied text or be marked unverified. State the practical limit: brand-trained workflows.

the pro prompt
Build me a focused enterprise AI writing workflow for the personal core of Writer. Requirements:

- Use exactly this stack: Next.js 15 + TypeScript + SQLite. Model source documents, editable pages or notes, internal links, revisions, and exports; retain source IDs and timestamps.
- Paid product context: Enterprise AI platform with brand rules, agents, and governance. Build only this DIY scope: Build a private enterprise AI writing workspace that sends user text to one chosen model, stores versions, applies reusable instructions, and exports Markdown.
- For enterprise AI writing, accept source text, a named instruction preset, and a user-selected model credential.
- Generate a draft as a new revision, preserving the source and recording prompt/model metadata.
- Let the writer compare revisions, accept edits, and export Markdown.
- Use a local web page with input, progress, review, and export views. Required input or access: OpenAI API key in .env. Keep credentials in .env.
- Acceptance: with one labelled sample, show the input, saved intermediate state, and exported result; verify this invariant: A model failure cannot overwrite the source; quoted facts must stay traceable to supplied text or be marked unverified.
- Out of scope: brand-trained workflows; team governance and integrations. Keep this a personal, inspectable workflow.
- Include a README with setup, a sample input, required keys or permissions, data location, and the supported scope.

$ open in your agent (prompt prefilled, you press enter), copy the prompt or copy AGENTS.md · generated from this app's build plan

prior art · use these instead of building, if you'd ratherOllamaLocal model runner for private text-generation workflows.↗Open WebUIOpen-source interface and workflow layer for local or hosted language models.↗
share on X ↗

Writer pricing

planmonthlyannual (per mo)what you get
free$0/user$0/userFree access exists, but the current public plans page does not publish a numeric generation allowance.
starter——Up to 5 users; 5 playbooks; 3 scheduled routines; 1 team personality; 3 connectors; 50 GB Knowledge Graph storage.Monthly and annual prices are not publicly exposed.
enterprise——Unlimited users, teams, free collaborators, playbooks, routines, and connectors.Custom price.

free tierfree plan exists; current numeric generation allowance is not publicly exposed

billingStarter supports monthly + annual billing, but public amounts are unavailable; Enterprise is custom

hidden costsAdvanced usage is metered separately: Palmyra models are billed per 1M tokens; Knowledge Graph storage/extraction/OCR/web ingestion has per-unit charges; external models add a 10% markup. Writer defines 1 usage credit as $1.

pricing sources checked 2026-08-12 · pricing source ↗

Questions about Writer

Can you build your own Writer with AI?

A full replacement is not the recommended project. Do not mistake the interface for the product. Writer's durable value is model, data, workflow, which a solo one-shot build cannot reproduce responsibly. The prompt therefore builds only the closest honest personal consolation tool.

What does the Writer build prompt cover?

The prompt starts with this scope: Build a private enterprise AI writing workspace that sends user text to one chosen model, stores versions, applies reusable instructions, and exports Markdown. Full-product capabilities excluded from the comparison include: brand-trained workflows; team governance and integrations; vendor-managed prompt and quality tuning. Follow the implementation plan and its prerequisites before expanding the build.

How do I use the prompt, AGENTS.md and agent skills?

Start with the Writer prerequisites and stack, then copy the prompt into your coding agent. Save the project rules as AGENTS.md in the project root. Linked skills are optional packages or source instructions for specific tasks; review their current contents and install only those matching the chosen stack. A skill does not supply API credentials or verify the finished app.

How long will this Writer project take?

The catalogue estimate is not a true replacement; consolation build in one to two days for the limited scope. Setup, integration approvals, debugging, deployment and ongoing maintenance can add time. This is an estimate, not a delivery guarantee.

What would I give up by replacing Writer?

brand-trained workflows; team governance and integrations; vendor-managed prompt and quality tuning; proprietary models or classifiers. Writer: Customers pay for tuned workflows, predictable quality, governance, and a product team absorbing model churn rather than for the text box alone.

What can I use instead of building Writer?

The prior-art section lists Ollama, Open WebUI as starting points. Review their current scope, license and maintenance before adopting one.

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