Open Source/GitHub Trending AI/September 1, 2026 at 7:00 AM

bee-san/Ciphey is trending in AI open source

bee-san/Ciphey is a GitHub AI repository with 21,585 stars. ⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡

Open Source / GitHub Trending AI

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Follow GitHub Trending AI to make it a durable For You signal.

Fast Brief

GitHub Trending AI / Open Source

1 min read

1bee-san/Ciphey is a GitHub AI repository with 21,585 stars.
2⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡

github_repo open_source rust artificial_intelligence

Source Lens

Lower-confidence github source with strong edition heat and sparse entity coverage.

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Source: GitHub Trending AI
Type: github
Credibility: 76/100
Heat: 79/100
Signals: 0 entities / 20 tags

Article Corroboration

No independent related source corroborates this article yet.

Single Source

Sources: 1
Matches: 0
Signals: 0
Avg trust: 76

Related independent sources will appear after the crawler finds overlapping entities or tags.

Server Profile

Server-side profile learning will appear after saved stories, reads, source clicks, or Less feedback sync.

Server Waiting

Trained: 0
Ignored: 0
Hidden: 0

Reader Fit

No saved reader signals match this article yet; 3 follow-ups keep the thread moving.

Discovery Read

Profile matches: 0
Follow-ups: 3
Reader bias: Balanced

Discovery

This article is training a new reader profile.

Continue Thread / 7 signals / 113 scorenautechsystems/nautilus_trader is trending in AI open sourcegithub repo thread

Preview actions train this device only. Live stories will sync once production news IDs are available.

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Read Training

Article read training starts after the reader opens this story.

Awaiting Read

Opened: No
Training signals: 0
Next target: Open

OpenedNext / Open
The article open is logged, but it does not train preferences yet.
Meaningful readWait / 35%
Reading to 35% starts profile training and reading history.
Deep readWait / 80%
Reading to 80% strengthens related topic and entity memory.

Open this article to start reader-memory training for Open Source.

Feedback Loop

Article feedback loop will appear after an explicit action.

Waiting

Action: None
Signal delta: 0
Bias shift: 0
Topic: Open Source

Awaiting feedback

Deep read, save, share, or press Less to show article-level training feedback.

Learning Impact

This article can start reader-memory signals and stage 3 follow-up recommendations.

Learning Ready

Article memory: 0
Save adds: +4
Source adds: +1
Less removes: 0
Next candidates: 3

Read+1 signal / +0.3 bias

Read would start a new Open Source memory; angle memory waits for a deeper read.

Save+4 signals / +0.6 bias

Save would add Open Source, GitHub Trending AI, rust, cipher to the reader profile.

Share+4 signals / +0.9 bias

Share would add Open Source, GitHub Trending AI, rust, cipher and push freshness and novelty harder.

Source+1 signal / +0.6 bias

Source would add GitHub Trending AI to the reader profile.

Less0 signals / -0.4 bias

Less would only dampen ranking bias until a signal exists.

Next Recommendation

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Next Reads

4 next reads: 4 continue, 0 explore, and 0 verify.

Next Reads Ready

Candidates: 4
Continue: 4
Explore: 0
Verify: 0

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Preview actions train this device only. Live stories will sync once production news IDs are available.

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Article Signals

Topic: Open Source
Source: GitHub Trending AI
Entities: None
Tags: github_repo, open_source, rust, artificial_intelligence
Reader bias: F1.0 / N1.0

Reading Path

5 follow-ups ranked by article overlap, shared entities, and reader signals.

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Preview actions train this device only. Live stories will sync once production news IDs are available.

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Preview actions train this device only. Live stories will sync once production news IDs are available.

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6 signals / 112 scoreharvard-edge/cs249r_book is trending in AI open sourcegithub repo thread

Preview actions train this device only. Live stories will sync once production news IDs are available.

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