01 / 03
Research and drafting
AI agents handle keyword and SERP research and produce a first draft against a defined brief, so the draft starts from evidence rather than a blank page.
AI & Automation
TechRiseUps
An editorial workflow covering research, drafting, review and publication.
- Year
- 2026
- Category
- AI & Automation
- Role
- Founder project
- Live site
- techriseups.com
The situation
Where the work started
Publishing on a regular schedule is mostly an operations problem. Articles stall at the handoffs between research and draft, draft and review, and review and publishing.
What we built
The parts that do the work
02 / 03
Review gate
A separate review step scores each draft, and no draft publishes until it passes.
03 / 03
Publication
Approved articles post to the site through an ingest API, so publishing does not require a redeploy.
AI agentsEditorial automationWeb publishingAI agentsEditorial automationWeb publishingAI agentsEditorial automationWeb publishingAI agentsEditorial automationWeb publishingAI agentsEditorial automationWeb publishing
How it came together
From the brief to what changed after
- 01
The stack, and why
AI agents coordinated around an editorial workflow, with web publishing through an ingest endpoint. The review gate is a blocking step, so a draft that fails review does not publish.
- 02
After launch
The workflow runs unattended per article, with the review gate as the control point. Categories and intents are configurable, so the pipeline can be pointed at a new topic without rework.
Tell us what you're building, get a fixed scope
A free 15-minute call, then a written scope and estimate. No obligation, no sales script.