Your daily dose to stay sharp on Tech, Startup, and AI
Take Your Pills delivers one 5–10 minute audio every morning. One fresh topic. Simple language. Real context. So you already know the story behind what everyone will be talking about next.
Listen on your walk, in the shower, during your commute, or on a coffee break.
Try it for a week and see if it fits your routine.
Behind Every Pill
Each morning's pill goes through 8 stages before it reaches you. Here's what actually happens.
Collect
56+ sources scanned daily
Our Cloudflare Worker scans 56+ curated sources across 6 platforms in 3 daily batches, deduplicating by URL hash and merging engagement signals.
Tier 1 — Top Engineering
Tier 2 — Well-Known
Tier 3 — Niche & Individual
Deduplicate
Same URL, merged signals
When the same article appears on multiple platforms, we merge the signals instead of counting it twice.
Tag
19 categories classified by AI
A lightweight AI model classifies each article into 1–3 categories from our taxonomy.
Powered by Gemini Flash for speed and cost efficiency
Score
7-dimension deterministic ranking
No AI here — a deterministic algorithm scores every article on 7 dimensions. Fully reproducible, no hallucination.
Log₂ scaled signals — no single dimension can dominate
Filter
Variety enforced, no repeats
Even the highest-scoring article gets blocked if it breaks our variety rules.
Enrich
AI writes the story
A more capable AI model transforms the raw article into publish-ready content, then a human editor reviews everything in Notion.
Before
"RFC 9110 HTTP Semantics Published"
After
"The HTTP spec just got its biggest rewrite in 25 years"
Gemini Pro + human editor review in Notion
Record
Audio produced
AI generates a 5–7 minute audio script, then produces the narration with intro/outro music and crossfade mixing.
Publish
Your pill is ready
The final stage formats everything, generates visual assets, and schedules your pill for 5 AM.
Clinical Summary
56+
Sources scanned
7
Scoring dimensions
8
Pipeline stages
1
Pill delivered daily
56 sources. 8 stages. Your inbox.
Subscribe nowBuilt for consistency
This is not about binge learning. It's about building a daily habit.
A small dose, every day, that compounds.
Try it and see if it clicks
If a free trial is available, you'll see it during checkout. You can cancel anytime from your member account, and you'll keep access until the end of your billing period.
Get started now!Have questions?
Most questions are answered in our FAQ.
If you still need help, contact us at contact@takeyourpills.tech.