Live telemetry · daily brief
GAWK
by nativerse
● ARCHIVE
2026-09-02
10 labs moved in the last 24h
What verifiably moved in the AI ecosystem in the last 24h. Every number traces to a public source.
SDK adoption5 notable shifts across the six registries
Package install volume is where developers place real bets — distinct from where labs are shipping marketing. pypistats.org, crates.io, hub.docker.com · view all →
+368.6k
Docker Hub: ollama/ollama
+368.6k all-time pulls day-over-day
+12.4k
VS Code Marketplace: saoudrizwan.claude-dev
+12.4k cumulative installs day-over-day
Agent frameworks5 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 →
-67%
CrewAI · -67%
3.1M weekly downloads · 58k stars
-53%
Pydantic AI · -53%
1.2M weekly downloads · 20k stars
Tracks the `pydantic-ai` meta-package; the lean `pydantic-ai-slim` variant is roughly 4× larger but users typically compare the meta number.
-36%
OpenAI Agents · -36%
6.9M weekly downloads · 29k stars
-21%
LangGraph · -21%
15M weekly downloads · 41k stars
-20%
smolagents · -20%
105k weekly downloads · 29k stars
Model Usagedeepseek/deepseek-v4-flash-0731 holds #1 · biggest mover: minimax/minimax-m2.7 +7 to #40 · biggest drop: google/gemini-3.6-flash -26
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
+7
minimax/minimax-m2.7
was #47 on 2026-08-26
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.
-26
google/gemini-3.6-flash
was #24 on 2026-08-26
—
#1 deepseek/deepseek-v4-flash-0731
#1 deepseek/deepseek-v4-flash-0731
—
#2 z-ai/glm-5.3-flash
#2 z-ai/glm-5.3-flash
—
#3 openai/gpt-5.6-luna
#3 openai/gpt-5.6-luna
Tool Health
Status changes in the last 24h (vs 4 yesterday)
Why this matters · Provider outages and degradations cause retry storms upstream. Tracking the 7-day shape catches flapping providers before they page you.
openai-api: Degraded → 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-max
anthropic · 1505 Elo
#2 claude-opus-5-high
anthropic · 1504 Elo
#3 claude-opus-4-6-high
anthropic · 1503 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 Fable 5.1 and Claude Mythos 5.1
283 points · 217 comments
The ChatGPT/Codex app bundles a full copy of LibreOffice
129 points · 71 comments
Apple reveals 'shocking evidence' from ex-employee's MacBook in OpenAI suit
97 points · 45 comments
Claude Fable 5.1 and Claude Mythos 5.1
69 points · 1 comments
The efficient frontier of LLM inference
56 points · 8 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.
Microsoft Research
+88 events (now 137) · Redmond, US
Anthropic
+5 events (now 132) · San Francisco, US
Hugging Face
+11 events (now 117) · New York, US
OpenAI
−16 events (now 115) · San Francisco, US
New mover: DeepSeek
82 events · Hangzhou, CN
Ollama
−16 events (now 80) · San Francisco, US
AMD
−15 events (now 30) · Santa Clara, US
New mover: LMSYS (UC Berkeley)
19 events · Berkeley, US
Dropped off: Stanford CRFM
was 19 events · Stanford, US
Dropped off: Replicate
was 18 events · San Francisco, US
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