Live telemetry · daily brief
GAWK
by nativerse
● ARCHIVE
2026-08-30
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.
What moved
- ■ai downloads grew for the 9th consecutive snapshot.
- ■openai downloads grew for the 9th consecutive snapshot.
- ■torch downloads declined for the 7th consecutive snapshot.
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, npmjs.com, crates.io · view all →
+351.1k
Docker Hub: ollama/ollama
+351.1k all-time pulls day-over-day
+11.8k
VS Code Marketplace: saoudrizwan.claude-dev
+11.8k 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 →
-73%
CrewAI · -73%
3.1M weekly downloads · 58k stars
-46%
Pydantic AI · -46%
1.6M 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.
-42%
OpenAI Agents · -42%
6.9M weekly downloads · 29k stars
-26%
LangGraph · -26%
15M weekly downloads · 41k stars
-22%
smolagents · -22%
105k weekly downloads · 29k stars
Model Usagedeepseek/deepseek-v4-flash-0731 holds #1 · biggest mover: z-ai/glm-5.3 +19 to #18 · biggest drop: google/gemini-3.6-flash -14
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
+19
z-ai/glm-5.3
was #37 on 2026-08-23
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.
-14
google/gemini-3.6-flash
was #14 on 2026-08-23
—
#1 deepseek/deepseek-v4-flash-0731
#1 deepseek/deepseek-v4-flash-0731
—
#2 xiaomi/mimo-v2.5
#2 xiaomi/mimo-v2.5
—
#3 openai/gpt-5.6-luna
#3 openai/gpt-5.6-luna
Tool Health
All tools operational, no 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.
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-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.
Defrag98: Windows 98 Disk Defragmenter Simulator Online
100 points · 56 comments
Longest Straight Line Paths on Water or Land on the Earth (2018)
69 points · 15 comments
Warp builds self-improving agents on Claude
51 points · 49 comments
vLLM v0.28.0
43 points · 14 comments
LLMs are making me lose my savviness
38 points · 37 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
−33 events (now 156) · San Francisco, US
Anthropic
−27 events (now 127) · San Francisco, US
Ollama
+9 events (now 97) · San Francisco, US
OpenAI
−10 events (now 81) · San Francisco, US
DeepSeek
−18 events (now 35) · Hangzhou, CN
Hugging Face
−42 events (now 33) · New York, US
New mover: xAI
8 events · Palo Alto, US
New mover: Google Research
7 events · Mountain View, US
Dropped off: AMD
was 34 events · Santa Clara, US
Dropped off: Weights & Biases
was 29 events · San Francisco, US
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