Live telemetry · daily brief
GAWK
by nativerse
● ARCHIVE
2026-07-10
where things stand
First-day snapshot — where things stand now. Diff mode resumes tomorrow once we have two days to compare.
SDK adoptionCurrent adoption leaders across 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 →
—
Docker Hub: ollama/ollama
152.0M all-time pulls
—
VS Code Marketplace: GitHub.copilot
74.1M cumulative installs
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 →
-17%
smolagents · -17%
119k weekly downloads · 28k stars
-15%
CrewAI · -15%
2.2M weekly downloads · 55k stars
Model Usagedeepseek/deepseek-v4-flash holds #1 · biggest mover: anthropic/claude-sonnet-5 +13 to #15 · biggest drop: qwen/qwen3.7-max -11
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
+13
anthropic/claude-sonnet-5
was #28 on 2026-07-03
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.
-11
qwen/qwen3.7-max
was #32 on 2026-07-03
—
#1 deepseek/deepseek-v4-flash
#1 deepseek/deepseek-v4-flash
—
#2 xiaomi/mimo-v2.5
#2 xiaomi/mimo-v2.5
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#3 minimax/minimax-m3
#3 minimax/minimax-m3
Tool Health
Current status of 6 tracked tools
Why this matters · Provider outages and degradations cause retry storms upstream. Tracking the 7-day shape catches flapping providers before they page you.
Users are experiencing elevated errors when selecting models
started 19:44 UTC · resolved 20:42 UTC
claude-code
Operational
openai-api
Degraded · 1 active incident
codex
Operational · 1 active incident
copilot
Operational
windsurf
Operational
cursor
Operational
Benchmark movers
Current LMArena top 3
Why this matters · Public benchmarks are gameable, but rank shuffles still hint at where the frontier is genuinely moving.
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-5.6
466 points · 304 comments
ChatGPT Work
148 points · 52 comments
Introducing Muse Spark 1.1
93 points · 54 comments
Ben Bernanke Joins Anthropic Oversight Trust
58 points · 48 comments
Show HN: FableCut – A browser video editor AI agents can drive (zero deps)
44 points · 25 comments
Notable AI Lab activity
Top 5 labs by 24h activity
Why this matters · GitHub event volume on a lab's own repos is the cleanest publicly-verifiable proxy for engineering activity we have.
Anthropic
200 events · San Francisco, US
LangChain
197 events · San Francisco, US
Microsoft Research
112 events · Redmond, US
Hugging Face
111 events · New York, US
OpenAI
96 events · San Francisco, US
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