Live telemetry · daily brief
GAWK
by nativerse
● ARCHIVE
2026-09-11
5 tool incidents
What verifiably moved in the AI ecosystem in the last 24h. Every number traces to a public source.
What moved
- ■Open-weight models hold 1 of the OpenRouter top 5 (vs 2 yesterday).
- ■huggingface-hub downloads grew for the 3rd 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 →
+382.4k
Docker Hub: ollama/ollama
+382.4k all-time pulls day-over-day
+9.9k
VS Code Marketplace: saoudrizwan.claude-dev
+9.9k cumulative installs day-over-day
Agent frameworks3 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, pypistats.org · view all →
-81%
CrewAI · -81%
575k weekly downloads · 58k stars
-19%
LangGraph · -19%
12M weekly downloads · 41k stars
-12%
OpenAI Agents · -12%
3.6M weekly downloads · 29k stars
Model Usagetencent/hy4-preview holds #1 · biggest mover: google/gemini-3.8-flash +27 to #10 · biggest drop: openai/gpt-oss-20b -21
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
+27
google/gemini-3.8-flash
was #37 on 2026-09-04
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.
-21
openai/gpt-oss-20b
was #28 on 2026-09-04
—
#1 tencent/hy4-preview
#1 tencent/hy4-preview
—
#2 openai/gpt-5.6-luna
#2 openai/gpt-5.6-luna
—
#3 deepseek/deepseek-v4-flash-0731
#3 deepseek/deepseek-v4-flash-0731
Tool Health
5 incidents in the last 24h (vs 3 yesterday)
Why this matters · Provider outages and degradations cause retry storms upstream. Tracking the 7-day shape catches flapping providers before they page you.
Elevated errors for GPT-5.6 Sol on the API
started 09:08 UTC · resolved 11:21 UTC · minor impact
Elevated errors for ChatGPT users in Europe
started 07:53 UTC · resolved 10:16 UTC · minor impact
Delays in customer support responses
started 19:53 UTC · resolved 21:48 UTC
Elevated errors affecting ChatGPT Work
started 19:49 UTC · resolved 21:30 UTC · minor impact
GPT 5.6 Sol Partial Degradation
started 08:00 UTC · resolved 08:00 UTC
claude-code: Operational → Degraded
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-fable-5.1-max
anthropic · 1514 Elo
#2 claude-opus-5-high
anthropic · 1505 Elo
#3 claude-opus-5-max
anthropic · 1505 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.
Claude is no longer available for minors
116 points · 137 comments
OpenAI’s Navier-Stokes release included a Lean 4 formal proof
113 points · 110 comments
Another researcher says OpenAI trained on conversations, then claimed breakthrou
76 points · 25 comments
Cognition launches new SWE-2 model, Rivaling Fable 5.1 and GPT-Astra
69 points · 28 comments
Amazon pilots ad services in ChatGPT
54 points · 33 comments
Notable AI Lab activity
10 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
−12 events (now 181) · San Francisco, US
Hugging Face
+30 events (now 128) · New York, US
OpenAI
+15 events (now 124) · San Francisco, US
Ollama
+9 events (now 91) · San Francisco, US
Weights & Biases
−9 events (now 72) · San Francisco, US
Microsoft Research
+17 events (now 60) · Redmond, US
DeepSeek
+5 events (now 31) · Hangzhou, CN
Intel AI
+11 events (now 24) · Santa Clara, US
New mover: Meta FAIR
17 events · Menlo Park, US
Dropped off: Google DeepMind
was 29 events · London, GB
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