Agent operations

Frontier lab agent command center

Operational state for all queue states: scrape runs, source health, the analysis queue, and model provenance.

no scrape run0/56 sources healthy 0 analysesdeepseek · deepseek-v4-pro

degraded dataLive store missed the 4,500ms operations deadline; this route is showing the cached or empty agent view.live store deadline

Agent answer

Frontier lab agent operations show 18 queued organizations in all queue states: 0 runnable analyses, 0 page-capture targets, 18 scrape-repair targets, and 0 fresh monitors. DeepSeek v4 pro via deepagents is the dominant standing analysis path across 0 generated analysis rows. 56 of 56 sources need attention. Next dispatch: scrape_sources for Amazon (Nova) because no public signals are available from the live store; showing the curated registry fallback. No signal-level inspection target is currently loaded.

Run now0 Needs pages0 Fresh0 No signals18 source issues56

Amazon (Nova)

Analysis queue

json →18 shown

All18 Run now0 Needs pages0 Fresh0 No signals18

Amazon (Nova) — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Anthropic — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Baidu (ERNIE) — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

ByteDance (Doubao/Seed) — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Cohere — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

DeepSeek — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Google (DeepMind / Gemini) — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Meta AI (Llama) — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Microsoft — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

MiniMax — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Mistral AI — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Moonshot AI (Kimi) — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

NVIDIA — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

OpenAI — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Qwen (Alibaba Cloud) — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Tencent Hunyuan — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

xAI — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Zhipu AI (GLM) — Frontier labNo signals

signals 0 · pages 0 · web refs 0desks 0/0/0/0 · latest —analysis —Scrape

Org	State	Signals	Pages	Web refs	Signal desks	Latest input	Analysis	Next
Amazon (Nova) — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Anthropic — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Baidu (ERNIE) — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
ByteDance (Doubao/Seed) — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Cohere — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
DeepSeek — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Google (DeepMind / Gemini) — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Meta AI (Llama) — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Microsoft — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
MiniMax — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Mistral AI — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Moonshot AI (Kimi) — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
NVIDIA — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
OpenAI — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Qwen (Alibaba Cloud) — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Tencent Hunyuan — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
xAI — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Zhipu AI (GLM) — Frontier lab	No signals	0	0	0	0/0/0/0	—	—	Scrape

Scrape runs

No recorded scrape runs yet.

Source health

0 ok · 56 uncheckedcoverage →

Amazon (Nova) — Frontier labunchecked

channel Careers · last event —Registry fallback; live source health is unavailable.

Amazon (Nova) — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Amazon (Nova) — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Amazon (Nova) — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

Anthropic — Frontier labunchecked

channel Careers · last event —Registry fallback; live source health is unavailable.

Anthropic — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Anthropic — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

Baidu (ERNIE) — Frontier labunchecked

channel Careers · last event —Registry fallback; live source health is unavailable.

Baidu (ERNIE) — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Baidu (ERNIE) — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Baidu (ERNIE) — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

ByteDance (Doubao/Seed) — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

ByteDance (Doubao/Seed) — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Cohere — Frontier labunchecked

channel Careers · last event —Registry fallback; live source health is unavailable.

Cohere — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Cohere — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Cohere — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

DeepSeek — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

DeepSeek — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Google (DeepMind / Gemini) — Frontier labunchecked

channel Careers · last event —Registry fallback; live source health is unavailable.

Google (DeepMind / Gemini) — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Google (DeepMind / Gemini) — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Google (DeepMind / Gemini) — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

Meta AI (Llama) — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Meta AI (Llama) — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Meta AI (Llama) — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

Microsoft — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Microsoft — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Microsoft — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

MiniMax — Frontier labunchecked

channel Careers · last event —Registry fallback; live source health is unavailable.

MiniMax — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

MiniMax — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Mistral AI — Frontier labunchecked

channel Careers · last event —Registry fallback; live source health is unavailable.

Mistral AI — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Mistral AI — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Mistral AI — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

Moonshot AI (Kimi) — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Moonshot AI (Kimi) — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

NVIDIA — Frontier labunchecked

channel Careers · last event —Registry fallback; live source health is unavailable.

NVIDIA — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

NVIDIA — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

NVIDIA — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

OpenAI — Frontier labunchecked

channel Careers · last event —Registry fallback; live source health is unavailable.

OpenAI — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

OpenAI — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

OpenAI — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

Qwen (Alibaba Cloud) — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Qwen (Alibaba Cloud) — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Qwen (Alibaba Cloud) — Frontier labunchecked

channel Writing · last event —Registry fallback; live source health is unavailable.

Tencent Hunyuan — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Tencent Hunyuan — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

xAI — Frontier labunchecked

channel Careers · last event —Registry fallback; live source health is unavailable.

xAI — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

xAI — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Zhipu AI (GLM) — Frontier labunchecked

channel GitHub · last event —Registry fallback; live source health is unavailable.

Zhipu AI (GLM) — Frontier labunchecked

channel Models · last event —Registry fallback; live source health is unavailable.

Org	Channel	Status	Last event	Detail
Amazon (Nova) — Frontier lab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Amazon (Nova) — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Amazon (Nova) — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Amazon (Nova) — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Anthropic — Frontier lab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Anthropic — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Anthropic — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Baidu (ERNIE) — Frontier lab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Baidu (ERNIE) — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Baidu (ERNIE) — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Baidu (ERNIE) — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
ByteDance (Doubao/Seed) — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
ByteDance (Doubao/Seed) — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Cohere — Frontier lab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Cohere — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Cohere — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Cohere — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
DeepSeek — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
DeepSeek — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Google (DeepMind / Gemini) — Frontier lab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Google (DeepMind / Gemini) — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Google (DeepMind / Gemini) — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Google (DeepMind / Gemini) — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Meta AI (Llama) — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Meta AI (Llama) — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Meta AI (Llama) — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Microsoft — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Microsoft — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Microsoft — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
MiniMax — Frontier lab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
MiniMax — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
MiniMax — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Mistral AI — Frontier lab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Mistral AI — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Mistral AI — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Mistral AI — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Moonshot AI (Kimi) — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Moonshot AI (Kimi) — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
NVIDIA — Frontier lab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
NVIDIA — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
NVIDIA — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
NVIDIA — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
OpenAI — Frontier lab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
OpenAI — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
OpenAI — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
OpenAI — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Qwen (Alibaba Cloud) — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Qwen (Alibaba Cloud) — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Qwen (Alibaba Cloud) — Frontier lab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Tencent Hunyuan — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Tencent Hunyuan — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
xAI — Frontier lab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
xAI — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
xAI — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Zhipu AI (GLM) — Frontier lab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Zhipu AI (GLM) — Frontier lab	Models	unchecked	—	Registry fallback; live source health is unavailable.

Queue router

Signal triage

feed →json →

No signal-level inspection targets are loaded for this route.

Dispatch plan

No signals18 targets

Amazon (Nova)sig 0 · pages 0—

No public signals are available from the live store; showing the curated registry fallback.

Anthropicsig 0 · pages 0—

No public signals are available from the live store; showing the curated registry fallback.

Baidu (ERNIE)sig 0 · pages 0—

No public signals are available from the live store; showing the curated registry fallback.

ByteDance (Doubao/Seed)sig 0 · pages 0—

No public signals are available from the live store; showing the curated registry fallback.

Ops handoff

Run the onlylabs background-agent loop for Frontier lab: scrape public sources, capture readable pages, inspect ranked signal details, and refresh DeepSeek/deepagents analyses. No scrape run is recorded in this route yet. 56 source issues, 0 page-capture targets, and 0 runnable analysis targets are visible.

Protected API endpoints and bearer secrets are intentionally omitted from public JSON. Use the authenticated npm runners from an operator environment with the required env vars.

scrape sources2 env

npm run scrape:sources -- --url <app-url>

run analysis agent4 env

npm run agent:analysis -- --url <app-url> --category frontier-lab --limit 5 --web-limit 10

signals coverage analysis category

Analysis coverage

0 generated analyses in the archive, citing 0 evidence refs and 0 Exa web refs — written by deepseek / deepseek-v4-pro.

Analysis freshness

No generated analyses yet.