Live telemetry · daily brief
GAWK
by nativerse
● ARCHIVE
2026-09-01
4 tool incidents
What verifiably moved in the AI ecosystem in the last 24h. Every number traces to a public source.
What moved
- ■torch downloads declined for the 9th consecutive snapshot.
- ■diffusers downloads declined for the 7th consecutive snapshot.
SDK adoption4 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 →
+355.1k
Docker Hub: ollama/ollama
+355.1k all-time pulls day-over-day
+10.2k
VS Code Marketplace: saoudrizwan.claude-dev
+10.2k 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 →
-71%
CrewAI · -71%
3.1M weekly downloads · 58k stars
-62%
Pydantic AI · -62%
1.1M 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.
-43%
OpenAI Agents · -43%
6.9M weekly downloads · 29k stars
-25%
LangGraph · -25%
15M weekly downloads · 41k stars
-23%
smolagents · -23%
105k weekly downloads · 29k stars
Model Usagedeepseek/deepseek-v4-flash-0731 holds #1 · biggest mover: z-ai/glm-5.3 +7 to #16 · biggest drop: xiaomi/mimo-v2.5-pro -12
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
+7
z-ai/glm-5.3
was #23 on 2026-08-25
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.
-12
xiaomi/mimo-v2.5-pro
was #25 on 2026-08-25
—
#1 deepseek/deepseek-v4-flash-0731
#1 deepseek/deepseek-v4-flash-0731
—
#2 openai/gpt-5.6-luna
#2 openai/gpt-5.6-luna
—
#3 z-ai/glm-5.3-flash
#3 z-ai/glm-5.3-flash
Tool Health
4 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.
Degraded performance on claude.ai and Claude Code
started 19:21 UTC · resolved 20:36 UTC · minor impact
Elevated latency in the Responses API
started 22:27 UTC · ongoing · minor impact
Elevated errors in ChatGPT conversations for Free and Go plans
started 00:38 UTC · resolved 01:00 UTC · minor impact
ChatGPT Work seeing elevated errors and latency
started 15:04 UTC · resolved 20:28 UTC · major impact
openai-api: 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-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.
ChatGPT Work Tool and Skill Reference
30 points · 20 comments
Is MCP Good Yet?
23 points · 1 comments
Apple Says OpenAI Is Destroying Evidence in Trade Secrets Case
20 points · 0 comments
Show HN: 49 IDE – 2D Canvas for Agents
16 points · 1 comments
ArXiv has almost 600 submissions today and most are AI slop
14 points · 8 comments
Notable AI Lab activity
12 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
−16 events (now 183) · San Francisco, US
OpenAI
+43 events (now 131) · San Francisco, US
Anthropic
−6 events (now 127) · San Francisco, US
Hugging Face
+7 events (now 106) · New York, US
Weights & Biases
+43 events (now 81) · San Francisco, US
Microsoft Research
−7 events (now 49) · Redmond, US
New mover: AMD
45 events · Santa Clara, US
New mover: Stanford CRFM
19 events · Stanford, US
New mover: Replicate
18 events · San Francisco, US
Dropped off: DeepSeek
was 17 events · Hangzhou, CN
Dropped off: Alibaba Qwen
was 13 events · Hangzhou, CN
Dropped off: Google Research
was 11 events · Mountain View, US
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