Live telemetry · daily brief
gawk.dev
by nativerse
● ARCHIVE
2026-09-28
11 labs moved in the last 24h
What verifiably moved in the AI ecosystem in the last 24h. Every number traces to a public source.
What moved
- ■transformers downloads grew for the 6th consecutive snapshot.
- ■diffusers downloads grew for the 5th consecutive snapshot.
- ■torch downloads grew for the 5th consecutive snapshot.
SDK adoption6 notable shifts across the six registries
Package install volume is where developers place real bets — distinct from where labs are shipping marketing. pypistats.org, npmjs.com, crates.io · view all →
+402.5k
Docker Hub: ollama/ollama
+402.5k all-time pulls day-over-day
+12.8k
VS Code Marketplace: saoudrizwan.claude-dev
+12.8k cumulative installs day-over-day
Agent frameworks2 agent frameworks moved >10% in the last week
Agent frameworks rise and fall on weekly download velocity and open-issue trajectory, not GitHub stars. pypistats.org, pypistats.org · view all →
+22%
OpenAI Agents · +22%
5.1M weekly downloads · 30k stars
+16%
LangGraph · +16%
14M weekly downloads · 42k stars
Model Usagedeepseek/deepseek-v4.1-flash holds #1 · biggest mover: typesafe/jev-1.13 +21 to #14 · biggest drop: nvidia/nemotron-3.5-lightning -17
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
+21
typesafe/jev-1.13
was #35 on 2026-09-21
OpenRouter request volume reflects developer API spending, not end-user adoption. Biased toward API-first workflows that route through OpenRouter — direct OpenAI / Anthropic / Google customers who never use OpenRouter are invisible.
-17
nvidia/nemotron-3.5-lightning
was #29 on 2026-09-21
—
#1 deepseek/deepseek-v4.1-flash
#1 deepseek/deepseek-v4.1-flash
—
#2 z-ai/glm-5.3-flash
#2 z-ai/glm-5.3-flash
—
#3 stealth/space-bunny-alpha
#3 stealth/space-bunny-alpha
Tool Health
All tools operational, no incidents in the last 24h (vs 0 yesterday)
Why this matters · Provider outages and degradations cause retry storms upstream. Tracking the 7-day shape catches flapping providers before they page you.
claude-code
Operational
openai-api
Operational
codex
Operational
copilot
Operational
windsurf
Operational
cursor
Operational
Benchmark movers
No rank changes in the LMArena top 3
Why this matters · Public benchmarks are gameable, but rank shuffles still hint at where the frontier is genuinely moving.
#1 claude-opus-5.5-high
anthropic · 1518 Elo
#2 claude-fable-5.1-max
anthropic · 1511 Elo
#3 claude-opus-5-max
anthropic · 1506 Elo
Top HN stories
Top 5 on HN in the last 24h
Why this matters · What developers debate on Hacker News often previews which models, frameworks, and patterns they'll actually adopt next.
There are no "rogue" AI agents
155 points · 95 comments
SNL Weekend Update: Anthropic CEO Dario Amodei on A.I.'S Threat to Humanity [video]
152 points · 47 comments
Prompting Claude Opus 5.5
94 points · 87 comments
Thinking fast and slow in AI: The role of metacognition (2021)
75 points · 13 comments
Microsoft drops Copilot+ branding from its new laptops
52 points · 2 comments
Notable AI Lab activity
11 labs moved in the last 24h
Why this matters · GitHub event volume on a lab's own repos is the cleanest publicly-verifiable proxy for engineering activity we have.
LangChain
−18 events (now 151) · San Francisco, US
Hugging Face
+17 events (now 106) · New York, US
Ollama
−7 events (now 90) · San Francisco, US
OpenAI
+10 events (now 65) · San Francisco, US
Weights & Biases
+24 events (now 40) · San Francisco, US
Microsoft Research
−14 events (now 26) · Redmond, US
New mover: INRIA
26 events · Paris, FR
DeepSeek
−13 events (now 16) · Hangzhou, CN
New mover: Google Research
9 events · Mountain View, US
Dropped off: Meta FAIR
was 10 events · Menlo Park, US
Dropped off: Google DeepMind
was 6 events · London, GB
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