Agent operations

Neolab agent command center

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

no scrape run0/45 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

Neolab agent operations show 14 queued organizations in all queue states: 0 runnable analyses, 0 page-capture targets, 14 scrape-repair targets, and 0 fresh monitors. DeepSeek v4 pro via deepagents is the dominant standing analysis path across 0 generated analysis rows. 45 of 45 sources need attention. Next dispatch: scrape_sources for AI21 Labs 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 signals14 source issues45

AI21 Labs

Analysis queue

json →14 shown

All14 Run now0 Needs pages0 Fresh0 No signals14

AI21 Labs — NeolabNo signals

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

Arcee AI — NeolabNo signals

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

IBM (Granite) — NeolabNo signals

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

Inception Labs — NeolabNo signals

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

InclusionAI (Ant Group) — NeolabNo signals

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

LG AI Research (EXAONE) — NeolabNo signals

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

Meituan (LongCat) — NeolabNo signals

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

Nous Research — NeolabNo signals

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

OpenBMB (MiniCPM) — NeolabNo signals

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

Reka AI — NeolabNo signals

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

Sarvam AI — NeolabNo signals

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

StepFun — NeolabNo signals

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

Upstage (Solar) — NeolabNo signals

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

Xiaomi (MiMo) — NeolabNo 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
AI21 Labs — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Arcee AI — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
IBM (Granite) — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Inception Labs — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
InclusionAI (Ant Group) — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
LG AI Research (EXAONE) — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Meituan (LongCat) — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Nous Research — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
OpenBMB (MiniCPM) — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Reka AI — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Sarvam AI — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
StepFun — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Upstage (Solar) — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape
Xiaomi (MiMo) — Neolab	No signals	0	0	0	0/0/0/0	—	—	Scrape

Scrape runs

No recorded scrape runs yet.

Source health

0 ok · 45 uncheckedcoverage →

AI21 Labs — Neolabunchecked

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

AI21 Labs — Neolabunchecked

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

AI21 Labs — Neolabunchecked

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

AI21 Labs — Neolabunchecked

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

Arcee AI — Neolabunchecked

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

Arcee AI — Neolabunchecked

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

Arcee AI — Neolabunchecked

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

Arcee AI — Neolabunchecked

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

IBM (Granite) — Neolabunchecked

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

IBM (Granite) — Neolabunchecked

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

IBM (Granite) — Neolabunchecked

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

IBM (Granite) — Neolabunchecked

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

Inception Labs — Neolabunchecked

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

Inception Labs — Neolabunchecked

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

InclusionAI (Ant Group) — Neolabunchecked

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

InclusionAI (Ant Group) — Neolabunchecked

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

InclusionAI (Ant Group) — Neolabunchecked

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

LG AI Research (EXAONE) — Neolabunchecked

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

LG AI Research (EXAONE) — Neolabunchecked

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

LG AI Research (EXAONE) — Neolabunchecked

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

LG AI Research (EXAONE) — Neolabunchecked

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

Meituan (LongCat) — Neolabunchecked

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

Meituan (LongCat) — Neolabunchecked

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

Nous Research — Neolabunchecked

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

Nous Research — Neolabunchecked

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

Nous Research — Neolabunchecked

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

OpenBMB (MiniCPM) — Neolabunchecked

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

OpenBMB (MiniCPM) — Neolabunchecked

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

OpenBMB (MiniCPM) — Neolabunchecked

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

Reka AI — Neolabunchecked

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

Reka AI — Neolabunchecked

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

Reka AI — Neolabunchecked

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

Reka AI — Neolabunchecked

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

Sarvam AI — Neolabunchecked

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

Sarvam AI — Neolabunchecked

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

Sarvam AI — Neolabunchecked

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

StepFun — Neolabunchecked

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

StepFun — Neolabunchecked

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

Upstage (Solar) — Neolabunchecked

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

Upstage (Solar) — Neolabunchecked

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

Upstage (Solar) — Neolabunchecked

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

Upstage (Solar) — Neolabunchecked

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

Xiaomi (MiMo) — Neolabunchecked

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

Xiaomi (MiMo) — Neolabunchecked

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

Xiaomi (MiMo) — Neolabunchecked

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

Org	Channel	Status	Last event	Detail
AI21 Labs — Neolab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
AI21 Labs — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
AI21 Labs — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
AI21 Labs — Neolab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Arcee AI — Neolab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Arcee AI — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Arcee AI — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Arcee AI — Neolab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
IBM (Granite) — Neolab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
IBM (Granite) — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
IBM (Granite) — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
IBM (Granite) — Neolab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Inception Labs — Neolab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Inception Labs — Neolab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
InclusionAI (Ant Group) — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
InclusionAI (Ant Group) — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
InclusionAI (Ant Group) — Neolab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
LG AI Research (EXAONE) — Neolab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
LG AI Research (EXAONE) — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
LG AI Research (EXAONE) — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
LG AI Research (EXAONE) — Neolab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Meituan (LongCat) — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Meituan (LongCat) — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Nous Research — Neolab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Nous Research — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Nous Research — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
OpenBMB (MiniCPM) — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
OpenBMB (MiniCPM) — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
OpenBMB (MiniCPM) — Neolab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Reka AI — Neolab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Reka AI — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Reka AI — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Reka AI — Neolab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Sarvam AI — Neolab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Sarvam AI — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Sarvam AI — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
StepFun — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
StepFun — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Upstage (Solar) — Neolab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Upstage (Solar) — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Upstage (Solar) — Neolab	Models	unchecked	—	Registry fallback; live source health is unavailable.
Upstage (Solar) — Neolab	Writing	unchecked	—	Registry fallback; live source health is unavailable.
Xiaomi (MiMo) — Neolab	Careers	unchecked	—	Registry fallback; live source health is unavailable.
Xiaomi (MiMo) — Neolab	GitHub	unchecked	—	Registry fallback; live source health is unavailable.
Xiaomi (MiMo) — Neolab	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 signals14 targets

AI21 Labssig 0 · pages 0—

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

Arcee AIsig 0 · pages 0—

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

IBM (Granite)sig 0 · pages 0—

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

Inception Labssig 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 Neolab: scrape public sources, capture readable pages, inspect ranked signal details, and refresh DeepSeek/deepagents analyses. No scrape run is recorded in this route yet. 45 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 neolab --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.