beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & ServingVector DBs
Personal
WatchlistCompare
A
Hi, Adam
—
beam
LIVE──────── · ──:──:── UTCabout
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & ServingVector DBs
Personal
WatchlistCompare
A
Hi, Adam
—
beam
Back to Pulse
Tool profile

pydantic/logfire

stable

AI observability platform for production LLM and agent systems.

agent-observabilityaiai-observabilityai-toolsevalsfastapillm-observabilitylogging
Velocity score
0.00/ 10
[STARS]
4.2k
[FORKS]
230
[CONTRIBUTORS]
0
[LAST_COMMIT]
6d ago
OPEN_ON_GITHUB
Velocity class: stable
30-day stars
0.00/ 10 score
last 31d
[SIGNAL_TRACE / 31_PT]
Score breakdown
374/ 1000
observability · pydantic/logfire
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
295
[INSTALL_VEL]
500
[ACTIVITY]
509
[COMMUNITY_SIGNAL]
0

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).

LIVE──────── · ──:──:── UTCabout