You built 47 filter rules. How many still work the way you intended?

Inoreader gives you the power. Nimbus Feed removes the maintenance.

Inoreader's rule system is genuinely powerful. Boolean filters, regex matching, scoring — if you can express it logically, Inoreader can filter it.

The problem is maintenance. Rules are fragile. They match exact patterns, so they miss variations. They don't understand context, so they over-filter or under-filter as topics evolve. And every new feed, every new topic, every shift in your interests means another rule to write, test, and debug.

Over a year, you spend more time maintaining your filter system than reading.

Nimbus Feed replaces rules with instructions. Write in plain English: “mute cryptocurrency articles unless they mention regulation.” The AI understands context, handles variations, and adapts without manual updates. When it gets something wrong, you tap “Allow this” and it adjusts.

FeatureInoreader Pro ($6/mo)Nimbus Feed ($8/mo)
Filter typeBoolean / regex rulesNatural language instructions
MaintenanceManual — per-rule, per-feedNone — AI adapts to language
Context understandingNo — pattern matching onlyYes — semantic understanding
AI digestsNoYes — Morning Brew-style
Semantic dedupNoYes — two-stage grouping
Mute transparencyRule matched / didn’t matchFull AI rationale + override
PKM syncNoObsidian, append-only
Learning curveHigh (regex, Boolean logic)Low (write in English)

The question is simple:

Do you want to spend Saturday maintaining Boolean filters — or do you want to write one sentence and let the AI handle it?

Your OPML exports from Inoreader. Your feeds, your folders — all of it transfers in under a minute.