I used to waste 45-60 mins each morn reading industry news. Scrolling Twitter, checking newsletters, browsing Reddit—90% was noise. Needed the 10% that mattered—new models, platform updates, trending topics.
Then I built an AI agent to handle it all. Every morning at 7 AM: A 3-min digest of what actually counts. Saved me 45 mins daily = 5.25 hrs/week.
Here’s how you can build the same system:
The Problem
- 50+ newsletters in inbox
- Endless Twitter scrolling
- Multiple Slack communities
- RSS feeds piling up
- Reddit threads to check
- Industry blogs to monitor
Result: Either spend hours reading, skip it, or skim poorly. What you need is someone (or something) to:
- Monitor all sources automatically
- Filter for relevance and importance
- Summarize key points concisely
- Deliver at the perfect time
- Learn your preferences over time
That’s what my digest agent does.
How It Works
Every night at 11 PM (while I sleep):
- Monitor 200+ sources (Twitter, newsletters, RSS, Reddit, Discord)
- Collect all new content
- Filter by relevance (AI determines matches)
- Remove duplicates
- Rank by importance
- Summarize each item (key points in 2-3 sentences)
- Generate digest email (formatted beautifully)
- Send at 7 AM
I read it in 3-5 mins, fully informed.
Build It Yourself
Component 1: Source Monitoring Setup (30 mins)
- Configure RSS feeds
- Monitor Twitter accounts & keywords
- Fetch newsletter updates
- Scan Reddit threads
- Check Discord/Slack channels
import feedparser
import tweepy
import imaplib
import praw
import discord
# Set up monitoring scripts for each source
Component 2: Content Filtering (30 mins setup)
- Remove noise, keep relevant content
def score_relevance(item, user_interests):
# AI-powered relevance scoring
Component 3: Content Summarization (20 mins setup)
- Condense each item to essential points
def summarize_content(item):
# AI summarization
Component 4: Intelligent Categorization (15 mins setup)
- Group related items for easier scanning
CATEGORIES = [
'Breaking News',
'Product Launches',
'Research & Papers',
'Tools & Resources',
'Industry Trends',
'Tutorials & Guides',
'Community Discussions'
]
def categorize_items(items):
# AI categorization
Component 5: Digest Generation (30 mins setup)
- Format everything beautifully for reading
def generate_digest_email(categorized_items, date):
# Email template generation
Component 6: Delivery & Scheduling (15 mins setup)
- Send digest at optimal time
from apscheduler.schedulers.background import BackgroundScheduler
import smtplib
from email.mime.multipart import MIMEMultipart
from email.mime.text import MIMEText
def send_digest_email(to_email, subject, html_content, text_content):
# Scheduled delivery
Component 7: Personalization & Learning (20 mins setup)
- Improve relevance based on behavior
def track_digest_clicks(item_id):
# Track engagement
def analyze_preferences():
# Adjust scoring weights
The Complete Workflow
Every night at 11 PM:
- Scan all sources - 2 min
- Collect new content - 5 min
- Score relevance (AI) - 3 min
- Remove duplicates - 30 sec
- Summarize keepers (AI) - 5 min
- Categorize items - 1 min
- Generate digest email - 30 sec
- Store for 7 AM delivery
Every morning at 7 AM: 9. Send digest email 10. Read in 3-5 mins ☕
Real Impact Numbers
Before: 45 min reading news, 30 sources checked, felt overwhelmed, missed important updates. After: 3-5 min daily, 200+ sources monitored, never felt overwhelmed, rarely miss important updates.
Advanced Features
- Multi-format delivery (SMS, Slack, Notion)
- Custom digest types
- Team digests for different interests
Platform Tools
- OpenAI API for summarization
- Email service for sending
- Server for running scripts
Cost Breakdown
DIY: $15-40/month. Pre-built services: $8-50/month.
Getting Started This Weekend
Saturday (3-4 hours):
- Set up RSS feed monitoring
- Add Twitter & newsletter scanning
- Build basic filtering logic
- Create simple text digest
Sunday (3-4 hours):
- Add AI summarization
- Build HTML email template
- Set up scheduling
- Test complete flow
The Bottom Line
Staying informed is essential. Manual news reading doesn't scale. My digest agent saves 40 mins daily, monitors 200+ sources automatically, and delivers perfect 3-min briefings every morning.
Build your digest agent this weekend. Never manually scan news again.