LIVE · ranked by stars/day

Catch open-source AI
while it's still accelerating.

Stars are a lagging vanity metric. We rank by velocity — stars/day, right now — kill ~95% of the noise with AI, and hand-curate what's left. One 5-minute read a week. Free.

4.3M repos tracked13 editions shippedlinks verified live
Accelerating nowLIVE
sorted by stars/day · re-ranking live · sample data

The signal

Velocity, not vanity.

GitHub Trending refreshes faster than your coffee and star counts lag reality by months. We measure the only thing that matters early — how fast a project is gaining ground.

0
AI repos tracked
across the firehose
0
repo growth,
year over year
0
of noise killed
by AI, for cents
0
to read the
whole edition

Why this exists

Picking the wrong repo is expensive.

Adopt an abandoned or hyped dependency and you pay in rewrites, broken builds, and supply-chain risk — weeks of lost work.

01

The firehose never stops

Dozens of AI repos ship daily — 4.3M and counting. No human keeps up, and Trending is gone by lunch.

02

Wrong calls cost weeks

One dead dependency means rewrites and risk. Knowing what's maintained and accelerating saves real time.

03

Star lists lie

Stars are lagging and gameable. A 50k-star repo can be frozen; a 200-star one can be this week's breakout.

The product

See exactly what you get.

Every edition is a tight, opinionated shortlist — the call already made for you. No dashboards, no digging.

  • A verdict, not a list. Each pick is tagged USE, WATCH or SKIP — with the reasoning.
  • Velocity up front. Stars/day and trend, so you see momentum at a glance.
  • Verified at publish. Live links, no archived junk, no star-farmed hype.
accelbrief.com / 2026-06-06 · voice & speech AI
EDITION · VOICE & SPEECH AI
What's accelerating in open voice this week
axon/whisper-streamUSE▲ 842 /day

Real-time streaming ASR that finally runs on a single GPU. Active maintainers, clean API — safe to build on.

verdant/voicebox-ttsWATCH▲ 511 /day

Expressive TTS with voice cloning. Quality is striking but the license is unsettled — promising, not production.

relay/speechkit-legacySKIP▼ stale

Still riding 40k old stars but last real commit was 11 months ago. The velocity spike is a fork, not the original.

What you get

Five minutes that save you hours.

Hours back, every week

One read replaces scanning GitHub, HN, Reddit and arXiv. We do the digging; you get the shortlist.

Mistakes avoided

We flag what's maintained and accelerating — and what to skip — before you commit a dependency.

Caught early

Ranked by stars/day, not totals — so you see breakouts while they're still an edge, not after everyone moved.

Curated, not aggregated

Every pick is deep-read and noise-filtered by hand. No dead links, no archived junk, no hype padding.

The call we make for you

What to use — and what to avoid.

Worth your time

Actively maintained, accelerating infrastructure
Real substance — engines, frameworks, tools you ship on
Verified live: not archived, links checked at publish
Backed by genuine velocity, not vanity stars

Skip these

Abandoned forks & dead repos riding old stars
Star-farmed or gamed popularity
Hype skill-packs & tutorials with no substance
Day-one spikes mistaken for real traction

One wrong dependency costs weeks. One good call pays for a year of reading us — and we're free.

The archive

Every edition, free.

13 shipped and counting. Each a different slice of the open-source AI stack.