AI Self-Growth System
Drip Release Strategy
PremiumUse GitHub Action to publish on a schedule and simulate an active site
Drip Release Strategy
"Do not dump all your content at once. Be a smart farmer and feed Google with drip irrigation."
What you will get in this chapter
- A minimum viable release cadence (MVS)
- Phase breakdown of publishing strategy
- Core metrics you must watch
One-sentence definition
Drip release = small batches + steady cadence + observable.
The goal is to build trust, not "instant exposure".
Minimum viable release system (MVS)
| Step | You need | Acceptance result |
|---|---|---|
| Task pool | 30-50 pages pending | Filterable by priority |
| Frequency | 2-5 pages per day | Stable for 7 straight days |
| Automation | Scheduled GitHub Action | No manual intervention |
| Monitoring | GSC + build logs | Track indexing and failures |
Qualified signal: no manual ops for a full week, and no abnormal errors.
Why you cannot publish all at once
- Content surge easily triggers a sandbox period
- Indexing delay leaves most pages stuck as "Excluded"
- Hard to locate problems (too much at once, no pattern)
Conclusion: new sites must "warm up slowly".
Recommended release cadence
| Phase | Frequency | Batch | Goal |
|---|---|---|---|
| Cold start | Daily | 2-3 | Build trust and indexing |
| Stable | Daily | 3-5 | Expand keyword coverage |
| Expansion | Daily / every other day | 5-10 | Accelerate long-tail coverage |
Minimal GitHub Action template
name: Generate PSEO Pages
on:
schedule:
- cron: '13 0 * * *' # daily 08:13 (UTC+8)
workflow_dispatch:
jobs:
generate:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: pnpm/action-setup@v2
with:
version: 9
- uses: actions/setup-node@v4
with:
node-version: '20'
- run: pnpm install --frozen-lockfile
- run: pnpm tsx scripts/generate-pseo-segment.ts --batch=3
- run: git add . && git commit -m "feat(pseo): drip" && git pushSitemap must stay in sync
Rule: the sitemap should only include published pages.
If the sitemap exposes unpublished URLs, you will get lots of 404s and lower indexing rate.
Core metrics (must track)
Definition (default):
- Time window: unless stated otherwise, use the last 7 days rolling.
- Data source: use one trusted source (GA4/GSC/platform console/logs) and keep it consistent.
- Scope: only the current product/channel, exclude self-tests and bots.
| Metric | Meaning | Pass line |
|---|---|---|
| Indexing speed | Time for new pages to index | <= 7 days |
| Excluded ratio | Share of excluded pages in GSC | < 40% |
| Build failure rate | CI failure share | < 2% |
| Publish latency | Time from generation to live | <= 10 minutes |
Acceptance checklist
Task pool is graded (P0/P1/P2) and batchable
Cron schedule is enabled with 7 days of stable publishing
Sitemap only contains published URLs to avoid 404s
Common mistakes
- Too high frequency -> new site hits sandbox, indexing drops
- Chasing speed without cadence -> hard to find what works
- Over-randomized cron -> ops gets complex with little gain
Summary
Key takeaways
1. New sites must drip release: trust first, scale later.
2. Keep cadence stable; avoid sudden spikes.
3. Watch indexing speed and Excluded ratio to avoid "silent launches".
Next chapter: Just-in-Time Release (JIT) - align drip cadence with automation.
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