ApexData

AI agents that investigate incidents across services, traces, and queries — down to the exact line of code. From alert to root cause in minutes.

Automatic dependency mapping from eBPF. See every service connection, traffic flow, and namespace in real time — no config files or annotations needed.

SLO tracking that builds itself from real traffic patterns. Know when your error budget is at risk without configuring a single threshold by hand.

Automatic SQL capture and analysis via eBPF: see which queries slow your services, find missing indexes, and detect N+1 patterns at the kernel level.

Field notes from running production systems: observability strategy, eBPF, SRE practice, on-call, Kubernetes, and AI-assisted development.

A pattern for AI agents: make findings the unit of output, gate top-severity claims on objective evidence, and require cross-source corroboration.

A redrawn logs page with collapsible filters, Lighthouse on its own tab, a self-revising dashboard agent, and packet drop and DNS shape recording.

Configurable trace sampling, per-process opt-out for high-volume tiers, a version-independent OpenSSL path, and graceful degradation on old kernels.

Who we are — the team bringing 20 years of reliability engineering to every development team.

AI-powered observability platform for development teams. Reduce blind spots by 70%, halve incident resolution time, and cut monitoring costs by 50%.

GitHubRepository owner

ApexData has launched RidgeScope, an AI-powered diagnostic platform designed to identify performance problems in GPU-based machine learning training runs. The generally available platform determines what went wrong, why it happened, and what engineering teams can do to address the issue.

Jul 2026 · Pulse 2.0News article

ApexData launches RidgeScope, a tool that diagnoses why most of the compute in this year's $450 billion AI infrastructure build does not perform useful work. The company says RidgeScope identifies the causes in minutes using telemetry alone.

Jul 2026 · Ciente | SalesTechNews article

ApexData Inc. announces the general availability of RidgeScope, an AI-powered diagnostic platform that reads GPU telemetry. The headline asserts that most of $450 billion in AI infrastructure is wasted.

Jul 2026 · PR NewswireNews article