company
Incident response vendor whose agent maps a repository to a service and assesses deployment risk from active incidents, 90-day history and file correlation.
No evidence-backed relationships are recorded.
Debashish Ghosal got HivePlane's agent certification to repeat across three runs by swapping in deterministic agents and a mocked judge. The stable verdict covers the control plane's plumbing, and whether an LLM-driven agent answers correctly is now outside the certificate.
Reality
A dev.to walkthrough traces 3 a.m. pager storms to the route block, where grouping sits at the tool's default and no inhibition rule exists to suppress the symptoms of a node that has already gone down.
Reality
A build report claims 87.3% root-cause accuracy across 2,400 incident scenarios and a 59% cut in mean diagnosis time. The miss rate and the denominators deserve as much attention as the headline.
Reality
A platform team of eight put on-call on the board and watched planned-work completion fall from 82% to 54% before settling near 73%. The old 90% was a ledger habit.
Reality
A two-person CODEOWNERS gate on every infrastructure path bought a brake on risk and paid for it in other people's queued work. The arithmetic is not close.
Reality
GitHub's walkthrough has Amplitude, Endor Labs, LaunchDarkly and PagerDuty agents answering questions inside a single pull request. The integration point is now GitHub's agent harness.
Reality