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Notes, experiments, and launch stories from the Digest Engine team.

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Authority-aware ranking

May 15, 2026

Authority-aware ranking

Why authority-aware ranking helps marketers and newsletter authors find better sources than popularity-based discovery tools.

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Competitive intelligence built in

May 15, 2026

Competitive intelligence built in

How Digest Engine helps marketers and newsletter authors see what peers already covered and where better editorial openings still exist.

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Composable AI skills

May 15, 2026

Composable AI skills

Why Digest Engine breaks AI into focused editorial skills instead of hiding everything behind one opaque assistant.

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Draft assembly, not just curation

May 15, 2026

Draft assembly, not just curation

How Digest Engine helps newsletter authors move from a curated shortlist to a usable draft without replacing the writing step.

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Human review by default

May 15, 2026

Human review by default

How Digest Engine routes low-confidence cases to human review instead of silently making bad editorial decisions.

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Per-project relevance training

May 15, 2026

Per-project relevance training

How Digest Engine learns each project's editorial taste through simple feedback from marketers and newsletter authors.

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Self-hostable, bring your own models

May 15, 2026

Self-hostable, bring your own models

How Digest Engine gives teams control over deployment, data handling, and model choice without locking them into one vendor.

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Trend velocity, not trend volume

May 15, 2026

Trend velocity, not trend volume

How Digest Engine helps marketers and newsletter authors spot accelerating topics before they become saturated.

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Unified entity profiles

May 15, 2026

Unified entity profiles

How Digest Engine rolls a person or company’s activity into one usable profile instead of scattering it across platforms.

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