AI content workflow

Editorial-quality technical content, built to rank.

Cowrite plans, writes, and optimizes using real search data. The run pauses at approval points, so your team ships work you would sign your name to.

Real search signals. Multi-step pipeline. Human approvals.

Cowrite
Acme Observability
Brief
Outline
Draft
Export
Review draft
HPA vs KEDA for high cardinality workloads in Kubernetes

When your Kubernetes cluster needs to scale based on metrics beyond CPU and memory, the choice between HPA and KEDA determines how well your system handles high-cardinality workloads in production.

research.mdoutline.mdcontent.md
Request changes
Approve draft →
Brief
Outline
Draft
Export

How it works

Six steps, no chaos.

Cowrite
Brief
Outline
Draft
Export
Site URL
acme-observability.com
Audience
DevOps Engineers
Goal
Organic traffic
Required keywords
kubernetesmetricstracing

Quality system

Human-vetted is not a promise, it is a stage.

Approvals pause the run at every major handoff. Editors decide what ships, and every decision is logged.

Artifacts you can review and export

research.md
Search-backed notes, sources, and key claims to validate.
outline.md
Structure, sections, and intent aligned before drafting.
content.md
Draft output, ready for review, export, and publish.

Audit trail

Topic created

Brief added to the queue.

Brief approvedapproval

Outline run enqueued.

Outline generated

Ready for review.

Outline approvedapproval

Draft run enqueued.

Draft generated

Ready for review and export.

Why Cowrite

AI content fails for predictable reasons.

Cowrite is built to prevent those failures with explicit stages, approvals, and search-backed inputs.

01
Generic prose

A structured pipeline (research, outline, draft, review) prevents emptiness from the start.

02
Unfactual claims

Search-backed research artifacts and a human approval gate before anything ships.

03
Outdated takes

We start from your URLs and your product reality, then generate briefs against current search results.

04
No technical depth

Topics are prioritized for intent, then expanded into a real outline before drafting begins.

05
Style drift

Project inputs, required keywords, and repeatable rules keep output consistent across a team.

06
Workflow chaos

Projects, briefs, approvals, and exports live in one place with visible states and audit events.

Start free

From brief to ranking-ready draft, with approvals you can trust.

Connect a site, generate briefs, approve what matters, and export artifacts. Cowrite keeps the workflow predictable.

No credit card for signup. Configure approvals per project.