Product Patterns #2: How Multi-Source Summaries Kill Information Overload
Also: your agent doesn't want to make an app, it wants to make you happy
Product Pattern #2: Multi-Source Summaries
What:
LLM summarizes across many pages/tabs to give one coherent brief (news home, research sweep, “what changed since yesterday”).
Seen in:
Perplexity Comet
Why it matters:
Retrieves fragmented pieces of information
Even better if on an auto-refresh basis
Reduce manual doom-scroll
Great if can balance multiplicities
Ideas to build:
Personalized newsroom + synthesized comments, like a smarter Google Reader (RIP)
Executive briefings from memos across different departments and meeting transcripts
Topic clusters in social media feeds and groups
The Call to Build
Voice AI with agents — requested by
Podcast translator – requested by Stripe’s Patrick Collison
Tool Of the Week: Agents.MD
Agents.md is emerging as a standardized way to provide context and instructions to your coding agents: a playbook that documents what your AI agents can do, how they’re wired, and what context they need to succeed. It’s the README for your AI coworkers.
Tip Of the Week: The agent doesn't want to build an app, it wants to make you happy.
A great thread from
with Cursor rules to help the coding agent move from Planner (project planning) to Execute (implementation).