Product roadmap

This roadmap is shared to be transparent about direction. We avoid promising exact dates—priorities can change based on what improves signal quality the most.

Now

Live in production

Signal of the Day (Free)

A curated daily highlight so free users get immediate value without noise.

GitHub signals (feature-flagged)

Detects early momentum in new repos using star velocity/activity with strict noise filters.

Pro signal feed + history

Full access to the signals list, filters, saved signals, and historical browsing for Pro users.

Email alerts (Pro)

Pro users can receive alerts when signals cross their configured threshold.

Exploding signals + premium alerts

Spike detection with an “Exploding” badge in the app, plus Pro-only capped email alerts to avoid fatigue.

ML scoring (v1, optional)

An async ML layer computes `mlScore` and blends it with the rule score to improve ranking while staying explainable.

Near-term improvements

Targeting the next 1–2 months (no exact dates).

Better “explosion” detection & explanations

More reliable spike detection with clearer “what changed” context and fewer false positives.

Source preferences polish

Cleaner monitoring UX and clearer “what you get on Free vs Pro” messaging.

More sources (incrementally)

Expanding beyond the current sources where it improves signal quality (not quantity).

Signal quality controls

More knobs to reduce noise: smarter filtering, topic grouping, and relevance tuning.

Later

Longer-term direction

Vision-level ideas (no dates).

Personalized ranking

Signals ranked based on what you consistently engage with and save, while staying explainable.

Team workflows

Collaboration features like shared saved lists, notes, and lightweight sharing.

Richer trend context

Better “why this matters” summaries and clearer trend narratives—without promising perfect predictions.

Feedback

If you’re a Pro customer and have a feature request, reply to any EarlySignal email or reach out via the support address in our emails.