AI Summary Helper
The blog
Notes on reading, search,
and building on-device
What we learned building this — and where it fits if you're weighing your options.
Guide · Aug 2026
Looking for a Pocket alternative? Here's what actually matters
Pocket's shutdown left a real gap. A decision guide based on what you actually used it for — not which app looks the most familiar.
Read the post → Product · Aug 2026You won't read most of what you save. Here's the actual fix.
Most saved articles are never reopened. Why Digest exists, and why it deliberately doesn't try to make the pile bigger.
Read the post → Engineering · Aug 2026Why we moved search, tagging, and recommendations out of the cloud
The TF-IDF index behind search, dedup, and digest — and why most of it never needed a server in the first place.
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