Live telemetry · daily brief
GAWK
by nativerse
● ARCHIVE
2026-08-01
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 →
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Docker Hub: ollama/ollama
159.1M all-time pulls
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VS Code Marketplace: GitHub.copilot
74.3M cumulative installs
Model Usagexiaomi/mimo-v2.5 holds #1 · biggest mover: deepseek/deepseek-v4-flash +45 to #2 · biggest drop: moonshotai/kimi-k2.6 -49
OpenRouter rankings reflect API-first developer spend; direct customers like consumer ChatGPT are invisible by construction. openrouter.ai · view all →
+45
deepseek/deepseek-v4-flash
was #47 on 2026-04-26
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.
-49
moonshotai/kimi-k2.6
was #1 on 2026-04-26
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#1 xiaomi/mimo-v2.5
#1 xiaomi/mimo-v2.5
—
#2 deepseek/deepseek-v4-flash
#2 deepseek/deepseek-v4-flash
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#3 tencent/hy3
#3 tencent/hy3
Tool Health
Current status of 5 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.
Degraded performance on Claude Sonnet 5
started 06:18 UTC · resolved 07:04 UTC · minor impact
Enterprise & Education Chat Errors
started 09:04 UTC · resolved 09:28 UTC
claude-code
Operational
openai-api
Operational
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.
Everyone is building LLM routers, we deprecated ours
20 points · 9 comments
Demystifying DRAM Read Disturbance: RowHammer and RowPress Phenomena
16 points · 10 comments
Orca-Bench: How Ready Are Language Model Agents for Oncall?
12 points · 3 comments
Show HN: How to build and self-host a code review agent
10 points · 2 comments
Explorative Modeling – A new axis for pre-training
8 points · 4 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.
LangChain
197 events · San Francisco, US
Anthropic
163 events · San Francisco, US
OpenAI
131 events · San Francisco, US
Hugging Face
103 events · New York, US
Ollama
91 events · San Francisco, US
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