How it works

Where the stories and jobs come from.

aiiolar reads 80 news sources and more than 1,000 company career boards, groups what they publish, and ranks it so the most important things come first.

News: 80 news sources

Every 15 to 30 minutes we read the public feeds of these outlets, communities and channels. Google News topic feeds add Indian coverage, credited to the publisher of each article.

Daily news

  • Al Jazeera
  • BBC
  • DW
  • ESPNcricinfo
  • Google News
  • Hindustan Times
  • Indian Express
  • Mint
  • NDTV
  • NPR
  • Scroll
  • The Guardian
  • The Hindu
  • ThePrint

Tech news, communities and AI

  • 404 Media
  • Anthropic
  • Ars Technica
  • Cloudflare
  • Entrackr
  • GitHub Blog
  • Google AI
  • Inc42
  • MediaNama
  • Meta Engineering
  • Netflix Tech Blog
  • OpenAI
  • TechCrunch
  • Techmeme
  • The Register
  • The Verge
  • Vercel
  • Wired
  • YourStory

YouTube channels (14) and software releases (14, from projects such as anthropics/claude-code, astral-sh/uv, denoland/deno).

One event, one story

Articles about the same event are grouped into one story, so ten outlets covering one launch show up once, with all ten linked. Closely related stories are linked as angles of a developing story.

How stories are ranked

A story rises when more outlets cover it, when it is on Techmeme, when readers on communities like Hacker News engage with it, and when coverage is growing in the last few hours. Every story loses weight as it ages, so the feed stays about today.

How summaries are written

The top stories get a headline and a summary of up to 60 words, written by an AI model from the articles and checked against rules: our own words, about the news rather than the article, no longer than 70 words. Each card names and links its sources, so you can always read the original reporting.

Jobs

Jobs come from the public career boards of more than 1,000 companies, on platforms such as Greenhouse, Lever and Ashby. We keep tech roles only, check each board about once an hour, and remove a role soon after the company takes it down. The same role posted in several cities is shown once.

Every role links to the company’s own posting, and you apply there. aiiolar is not the employer, does not see or forward applications, and never charges for anything. Read our terms for more.

Spotted a mistake?

If a summary gets something wrong or a job has closed, tell us and we will fix it.