Live telemetry · daily brief
gawk.dev
by nativerse
● ARCHIVE
2026-09-30
4 tool incidents
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 8th consecutive snapshot.
- ■diffusers downloads grew for the 7th consecutive snapshot.
- ■torch downloads grew for the 7th 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 →
+380.2k
Docker Hub: ollama/ollama
+380.2k all-time pulls day-over-day
+10.2k
VS Code Marketplace: saoudrizwan.claude-dev
+10.2k 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 →
+24%
OpenAI Agents · +24%
5.2M weekly downloads · 30k stars
+22%
LangGraph · +22%
15M weekly downloads · 43k stars
+12%
Pydantic AI · +12%
1.3M 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.
Model Usagestealth/space-bunny-alpha holds #1 · biggest mover: typesafe/jev-1.13 +13 to #11 · biggest drop: openai/gpt-6-astra -15
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
+13
typesafe/jev-1.13
was #24 on 2026-09-23
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.
-15
openai/gpt-6-astra
was #14 on 2026-09-23
—
#1 stealth/space-bunny-alpha
#1 stealth/space-bunny-alpha
—
#2 deepseek/deepseek-v4.1-flash
#2 deepseek/deepseek-v4.1-flash
—
#3 z-ai/glm-5.3-flash
#3 z-ai/glm-5.3-flash
Tool Health
4 incidents in the last 24h (vs 1 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 error rates for ChatGPT Pro and Plus users
started 05:47 UTC · resolved 13:23 UTC · minor impact
Elevated errors in ChatGPT Space Pages
started 02:20 UTC · ongoing · minor impact
Support available via email
started 17:49 UTC · resolved 23:18 UTC
Elevated errors across ChatGPT, Codex, and the API including the Agents API
started 17:52 UTC · resolved 23:14 UTC · minor 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-5.5-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.
GPT 6.1 Sol
289 points · 206 comments
Dots: Always-on agents
231 points · 128 comments
Pi.dev: You Said No MCP
138 points · 54 comments
ChatGPT Pro 500
114 points · 89 comments
Claude partial outage
112 points · 77 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
−9 events (now 181) · San Francisco, US
Anthropic
−20 events (now 126) · San Francisco, US
OpenAI
+14 events (now 100) · San Francisco, US
Microsoft Research
−42 events (now 86) · Redmond, US
Hugging Face
−17 events (now 80) · New York, US
Weights & Biases
−13 events (now 70) · San Francisco, US
DeepSeek
−9 events (now 24) · Hangzhou, CN
New mover: INRIA
9 events · Paris, FR
New mover: AMD
9 events · Santa Clara, US
Dropped off: Alibaba Qwen
was 16 events · Hangzhou, CN
Dropped off: Google Research
was 14 events · Mountain View, US
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