AgentEKG Gives Developers Real-Time Visibility Into What Their AI Agents Are Actually Doing
Observability for the agentic era — built on OpenTelemetry, so every tool in your stack speaks the same language and AgentEKG hears all of it.
Detroit, MI, February 23, 2026 — MegatronLabs, LLC today announces AgentEKG, an OpenTelemetry-native observability platform for AI agents and the AgentQuanta suite. Every AgentQuanta tool — AgentTUI, AgentWhisper, AgentCipher, AgentRecall, AgentSprints, AgentSynapse — emits standard OpenTelemetry traces, metrics, and logs. AgentEKG collects them all, giving developers a unified real-time view of everything their agents and tools are doing, spending, and deciding.
Because the entire suite is instrumented with OTEL from the ground up, AgentEKG doesn't need plugins, adapters, or custom integrations to see inside your stack — it already speaks the same language. Bring your own agents and third-party tools? If they emit OTEL signals, AgentEKG picks them up automatically.
Building AI agents in production is fundamentally different from traditional software: failures are non-deterministic, costs are per-token, and debugging requires understanding what the model decided — not just what the code did. AgentEKG surfaces that as a real-time EKG-style heartbeat across your entire agent fleet.
"When your AI agent goes rogue or starts burning $50/hour on API calls, you need to know immediately — and you need to know which tool, which agent, and which decision caused it. AgentEKG is the monitoring layer that should have existed from day one." — Jeff Blakely, Founder
Frequently Asked Questions
What does AgentEKG monitor?
LLM API calls (latency, cost, token usage), tool invocations, agent decision traces, error rates, and custom events emitted by your agents.
What AI frameworks does it support?
Any framework that emits OpenTelemetry signals — LangChain, LlamaIndex, Claude SDK, OpenAI Agents SDK, and custom agents. If it speaks OTEL, AgentEKG sees it automatically.
How is this different from LangSmith or Helicone?
Those tools require their own SDKs and custom instrumentation. AgentEKG is built on OpenTelemetry — the open standard — so there's no vendor lock-in. And as part of the AgentQuanta suite, it has full context across every tool: which sprint the agent was working on, which credentials it accessed, what it remembered.
Does it support alerting?
Yes — cost thresholds, error rate spikes, latency anomalies, and custom metrics trigger alerts via Slack, email, or webhook.
Is there a local/offline mode?
Yes. AgentEKG runs fully locally with an embedded time-series store for development use.
About MegatronLabs
MegatronLabs, LLC is a technology intellectual property holdings company founded in 2018, dedicated to managing and maintaining comprehensive IP portfolios for its subsidiary LLCs. Based in Detroit, MI, MegatronLabs provides strategic oversight, legal protection, and operational excellence for technology intellectual property across AI, mobile applications, web platforms, hardware integration, cybersecurity, and data analytics. megatronlabs.com
About AgentQuanta
AgentQuanta is a MegatronLabs intellectual property — a unified suite of AI-native developer tools purpose-built for the agentic era. AgentQuanta gives solo developers and small teams the infrastructure backbone to build, ship, and operate production AI agents, with tools spanning secrets management, persistent memory, observability, multi-agent terminal workspaces, kanban project management, voice input, and retrieval. agentquanta.ai