Live telemetry · daily brief
GAWK
by nativerse
● ARCHIVE
2026-06-29
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
- ■claude-opus-4-6-thinking holds #1 on LMArena for the 30th consecutive snapshot.
- ■llamaindex downloads grew for the 3rd consecutive snapshot.
- ■openai downloads declined 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 →
+307.3k
Docker Hub: ollama/ollama
+307.3k all-time pulls day-over-day
+10.1k
VS Code Marketplace: saoudrizwan.claude-dev
+10.1k cumulative installs day-over-day
Agent frameworks2 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 · view all →
-40%
Pydantic AI · -40%
4.7M weekly downloads · 18k stars
Tracks the `pydantic-ai` meta-package; the lean `pydantic-ai-slim` variant is roughly 4× larger but users typically compare the meta number.
-15%
AutoGen · -15%
252k weekly downloads · 59k stars
Tracks the live `autogen-agentchat` package — the deprecated bare `autogen` PyPI name is a different abandoned project and is not counted here.
Model Usagesakana/fugu-ultra holds #1 · biggest drop: google/gemini-3.1-flash-image -1
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
-1
google/gemini-3.1-flash-image
was #1 on 2026-06-22
—
#1 sakana/fugu-ultra
#1 sakana/fugu-ultra
—
#2 google/gemini-3.1-flash-image
#2 google/gemini-3.1-flash-image
—
#3 google/gemini-3-pro-image
#3 google/gemini-3-pro-image
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 · 1 active incident
openai-api
Operational · 1 active incident
codex
Operational · 1 active incident
copilot
Operational
windsurf
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-4-6-thinking
anthropic · 1500 Elo
#2 claude-opus-4-6
anthropic · 1498 Elo
#3 claude-fable-5
anthropic · 1494 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.
Age verification is just a precursor to automated attribution of speech
146 points · 35 comments
I used Claude Code to get a second opinion on my MRI
123 points · 186 comments
A way to exclude sensitive files issue still open for OpenAI Codex
72 points · 49 comments
Working around dragons with the Lemote Yeeloong laptop and OpenBSD
42 points · 6 comments
Austria Lobbies EU to Host Anthropic After US Access Curbs
38 points · 23 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
+13 events (now 198) · San Francisco, US
Microsoft Research
+50 events (now 116) · Redmond, US
Hugging Face
+9 events (now 102) · New York, US
DeepSeek
+44 events (now 53) · Hangzhou, CN
New mover: Alibaba Qwen
26 events · Hangzhou, CN
New mover: Intel AI
20 events · Santa Clara, US
New mover: Weights & Biases
16 events · San Francisco, US
Dropped off: Replicate
was 49 events · San Francisco, US
Dropped off: Google DeepMind
was 14 events · London, GB
Dropped off: Meta FAIR
was 9 events · Menlo Park, US
Get this board in your inbox — one email, every morning (UTC).
Subscribe free