beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & Serving
Personal
WatchlistCompare
?
Sign in
magic link · no password
LIVE──────── · ──:──:── UTCabout
beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & Serving
Personal
WatchlistCompare
?
Sign in
magic link · no password
Back to Pulse
Tool profile

zou-group/textgrad

dying
Stale

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.

ai-optimizationcompound-systemslarge-language-modelsprompt-optimizationtextual-gradients
Velocity score
0.00/ 10
[STARS]
3.6k
[FORKS]
289
[CONTRIBUTORS]
21
[LAST_COMMIT]
10mo ago
OPEN_ON_GITHUB
Velocity class: dying
Is zou-group/textgrad still actively maintained?
[VR]

This tool is in the Velocity Report when it moves. Get the weekly numbers.

Score breakdown
303/ 1000
frameworks · zou-group/textgrad
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
204
[INSTALL_VEL]
496
[ACTIVITY]
85
[COMMUNITY_SIGNAL]
786

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

LIVE──────── · ──:──:── UTCabout