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Source health

PyPI

Developer family · 67 signals across 58 trends. Latest fetch 27 Apr 2026, 23:37.

FamilyDeveloper
StatusHealthy
Yield23/100 kept (23%) · Thin
Yield qualityThin
Duration3.7s
FallbackLive data

Runs

Recent ingestion history

Success rate100%
Peak kept items23
Latest raw fetch100
Signals per kept item2.91
Topic dupes8.6%
Slowest run3.7s

23 kept from 100 fetched after dedupe and caps.

58 raw topics reduced to 53 merged topics in the latest run.

Showing 6 of 6 runs.

Kept item volumeAfter dedupe and caps
2323:37
2222:35
2121:40
1520:12
2318:57
017:23
Yield rateKept versus raw fetched
23%23:37
22%22:35
21%21:40
15%20:12
23%18:57
0%17:23
Fetch durationRecent runs
3.7s23:37
2.7s22:35
1.9s21:40
3.7s20:12
3.2s18:57
1.3s17:23
27 Apr 2026, 23:37Success · 23/100 kept · 3.7s
23%
27 Apr 2026, 22:35Success · 22/100 kept · 2.7s
22%
27 Apr 2026, 21:40Success · 21/100 kept · 1.9s
21%
27 Apr 2026, 20:12Success · 15/100 kept · 3.7s
15%
27 Apr 2026, 18:57Success · 23/100 kept · 3.2s
23%
27 Apr 2026, 17:23Success · 0/100 kept · 1.3s
Fallback

Contribution

Top linked trends

Healthy5
Degraded1
AI Agents
300.9
Large Language Models
198.2
Claude Code
105.2
Cloud
46.1
Langchain
38.1