Automation
Publishing policy.
How GTM Wire monitors sources, drafts with OpenAI, validates briefs, and decides when agents are worth adding.
Loop
Monitor, draft, gate, publish.
Read configured sources
Score AI and GTM workflow signals
Enrich score 2+ candidates
Draft with the OpenAI Responses API
Run editorial and rendered-site gates
Commit publication artifacts only
Deploy static output through Cloudflare Pages
Gate
What must pass.
new source item
score 2 or higher
valid source URL
clear AI signal
clear GTM workflow signal
Why This Matters
What Changed
GTM Use Cases
Workflow To Test This Week
How This Is Different
Risks And Review Points
Operator Checklist
Source Links
plain-language sentence length
GTM audience language
practical GTM action verbs
technical jargon translated into GTM actions
hype-language rejection
Owner
Workflow
Inputs
Human review
Metric
First test
Agents SDK
not required for current loop
Use the Agents SDK only when the workflow needs separate researcher, editor, reviewer, and publisher agents with tool-specific state.
Multiple source trails need separate collection.
Evidence matrix and source conflicts.
A draft needs role-specific GTM framing.
Brief structure and operator language.
Claims, human review, or metric quality needs independent gating.
Pass, revise, or skip decision.
Validated artifacts are ready to ship.
Static site build and publication commit.
Boundaries
What automation can and cannot do.
monitor sources
score candidates
draft briefs
create source logs
build static site
commit publication artifacts
send commercial outreach
create paid packs
make business commitments
buy domains
change DNS
commit secrets or subscriber exports