ops-agentOpsAgent/Research surfaceONLINE
v0.1.0LangGraph 0.2

B2B research agent

Give it a company.
Get back an ICP scorecard.

Paste a URL and pick a buyer persona. It scrapes the site, searches recent news, infers the tech stack, names a few likely decision-makers, scores ICP fit, and drafts an outreach angle. Seven nodes, every one of them stream their state to the UI as they run. Cost and latency per node land in Langfuse.

07

Graph nodes

planner → critic

25

Eval golden

LLM-judge · κ ≥ 0.7

.83

Mean score

aggregate · 3-fixture

§02Pre-recorded runsno API key needed
§03Run it~60s, costs about $0.05
Tasking · dispatch agentF-1
Operation graph · 7 nodes1 fan-out · 1 critic loop
  • PLANNER: pending
  • SCRAPER: pending
  • NEWS: pending
  • PEOPLE: pending
  • STACK: pending
  • SYNTHESIZER: pending
  • CRITIC: pending
PLANNERhaiku 4.5PENDINGSCRAPERhttpx · selectolaxPENDINGNEWStavily · searchPENDINGPEOPLEtavily · linkedinPENDINGSTACKheader sigsPENDINGSYNTHESIZERsonnet 4.6PENDINGCRITICself-reviewPENDING§01 · INPUT§05 · OUTPUT§03 · PARALLEL FAN-OUT
Telemetry · stream000 events
Awaiting first signal…