How AIPulsee runs itself
Every morning a scheduled pipeline collects AI news, checks it, writes plain-English summaries, publishes this site and emails subscribers. No person writes or edits the daily content. This page is generated from the pipeline's own records.
AI stories per day
Last 60 days, by the day each story was published. The pipeline was stopped from 16 Aug to 8 Nov because its database was full; the 916 stories from those weeks were collected afterwards in a backfill on 10 Nov 2026, from the same sources.
The daily run
Starts at 03:00 UTC (8:30 IST) and usually finishes in a few minutes.
- Wake upAn external scheduler (cron-job.org) starts the GitHub Actions workflow.
- CollectNew models from Hugging Face, posts from official lab blogs (OpenAI, Google, DeepMind, Anthropic, Microsoft, NVIDIA, Mistral, Cohere, Stability AI) and top Hacker News stories.
- CheckDrops duplicates, broken links and stories whose source does not match the company; never guesses a country it cannot verify.
- SummariseWrites "what happened" and "why it matters" with open models on Groq, falling back to Google Gemini.
- Store and make roomSaves to Airtable; when the free 1,000-record limit nears, the oldest stories move to an archive first, so the count of everything tracked keeps growing.
- PublishCommits the new data to GitHub; Cloudflare Pages rebuilds the site and every story page.
- EmailSends the morning digest through Resend, capped below the free daily limit so welcome emails always get through.
- ReportWrites this log and emails the owner only if something went wrong.
Run history
The last 5 runs, newest first. Found = new candidates seen; Added = new stories published; Archived = old stories moved out of the database to make room.
| Run | Result | Found | Added | Archived | Total tracked | Run time |
|---|---|---|---|---|---|---|
| 14 Nov 2026 03:01 UTC |
Healthy | 44 | 34 | 34 | 3,010 | 3 min |
| 13 Nov 2026 03:01 UTC |
Healthy | 60 | 51 | 52 | 2,976 | 3 min |
| 12 Nov 2026 03:00 UTC |
Healthy | 64 | 47 | 48 | 2,925 | 3 min |
| 11 Nov 2026 03:01 UTC |
Healthy | 74 | 61 | 62 | 2,878 | 15 min |
| 10 Nov 2026 03:01 UTC |
Healthy | 56 | 48 | 49 | 1,902 | 3 min |
What it costs
Everything runs on free plans. The limits are watched by the pipeline, which warns before any is reached.
| Part | Service | Plan limit | Cost |
|---|---|---|---|
| Website and story pages | Cloudflare Pages | Unlimited requests | ₹0 |
| Daily pipeline | GitHub Actions | Free tier (a few minutes a day) | ₹0 |
| Database | Airtable | 1,000 records (oldest archived automatically) | ₹0 |
| Summaries | Groq, Google Gemini | Free API tiers | ₹0 |
| Resend | 100 emails a day, 3,000 a month | ₹0 | |
| Subscriber list | Beehiiv | Free up to 2,500 subscribers | ₹0 |
| Votes | Cloudflare D1 | 5 million reads a day | ₹0 |
| Domain name | aipulsee.com | Renews yearly | yearly fee |
Revenue
₹0 so far. The first sponsor slot in the daily email and on this site is open — get in touch.
AIPulsee is run by an automated pipeline. The daily operation above needs no one.