Edition
2026
Category
AI_TOOLSMetadata
AI_TOOLS_DIRECTORY
Honest reviews, comparisons, and how-to guides for every AI tool category — updated as new tools launch.
LATEST UPDATES FROM THE LABS
After decelerating to 259 stars/day in week six, HeyGen Hyperframes rebounded to 378 stars/day in week seven — a new high. All four competing repositories combined for 152 new stars. Seven weeks of data now point toward a structural pattern that matters for anyone betting on AI video tooling.
JUN 26, 2026
A roundup of AI tools that actually match what students do between semesters — with GitHub data from June 25, 2026, subject-area breakdowns, academic integrity notes for research positions, and a frank verdict on what to use when grades are not the stakes.
JUN 25, 2026
Three weeks of fresh data on the five-tool open-source AI productivity cohort: LifeOS (formerly Personal AI Infrastructure) and next-ai-draw-io are now the velocity leaders at 72 and 67 stars per day. Rowboat's momentum has stalled. Here's what changed.
JUN 24, 2026
We've now tracked the same five open-source AI content creation tools across three consecutive weeks. The star velocity data tells a different story than the absolute counts — and one tool's growth rate should change how you think about the whole category.
JUN 23, 2026
The 'AI email marketing' category is actually two completely different tool categories solving opposite problems. We mapped them, tested the claims, and found one label is masking a purchasing mistake most teams make at least once.
JUN 22, 2026
Six weeks of tracking the same five AI video repositories reveals a signal you won't see in a one-day snapshot: the gap between Hyperframes and the rest is now larger than LiveKit Agents' entire star count.
JUN 19, 2026
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