Resolve P0 Microservice Incidents Before On-Call Engineers Wake Up
Syntrace pairs in-kernel eBPF socket tracing with deterministic AST git diff correlation to isolate root causes and execute automated canary rollbacks in under 90 seconds. Zero LLM hallucinations.
c4b91f0 restores p99.9 latency to 14.2ms with zero deadlocks. Ready to issue atomic canary rollback via ArgoCD.
Why LLM Prompting Fails at Production SRE
When an infrastructure cascade strikes, on-call engineers do not need an AI chatbot reciting generic documentation or hallucinating troubleshooting scripts. They need deterministic causality mapping down to the operating system kernel.
| Diagnostic Dimension | Legacy APM & ChatOps Wrappers | Syntrace eBPF Remediation Mesh |
|---|---|---|
| Telemetry Ingestion | Aggregated Prometheus counters and sampled distributed traces (missing 98% of kernel drops). | Kernel-level eBPF socket probes tracking raw tcp_recvmsg, mutex contention, and kernel socket drops with sub-0.4% overhead. |
| Root-Cause Correlation | Probabilistic string matching across log streams; susceptible to hallucination during novel cascade events. | Deterministic AST diff correlation: links socket contention directly to the specific Abstract Syntax Tree node in recent git commits. |
| Verification Safety | "YOLO in Production" — testing rollbacks on live customer traffic, risking secondary service degradation. | Firecracker MicroVM Sandboxing: clones container memory state, executes candidate patch in 1.1s, and verifies health before deployment. |
| Mean Time to Remediation (MTTR) | 45 to 90 minutes of manual Slack coordination, log querying, and pull request reviews. | Under 90 seconds end-to-end: from initial threshold breach to verified canary rollback deployment. |
Four Pillars of Autonomous Production Recovery
Syntrace operates as a kernel-level daemon on your Kubernetes worker nodes, connecting infrastructure telemetry to your source repository.
In-Kernel eBPF Probes
Hooks directly into Linux socket buffers and scheduler queues. Captures TCP retransmissions, thread locks, and database connection pool starvation without invasive application byte-code injection.
AST Git Diff Correlation
Parses the Abstract Syntax Tree (AST) of every pull request merged within the deployment window. Correlates runtime socket lockups directly to the line of code that introduced the blocking call.
Firecracker Verification
Before touching your cluster, Syntrace boots a headless Firecracker microVM, replays anonymized incoming traffic against the remediation candidate, and confirms that p99.9 latency normalizes.
Atomic GitOps Writeback
Issues cryptographically signed Git rollback commits, updates Helm values, and triggers progressive canary rollbacks through ArgoCD or Flux with automated blast-radius containment.
Quantify Your Annual Outage Cost Avoided
Calculate the direct revenue and on-call engineering hours recovered by reducing MTTR from 45 minutes to 90 seconds.
Zero-Friction Kubernetes & Cloud Deployment
Deploy Syntrace as a Kubernetes DaemonSet via Helm in under 5 minutes. Factual compatibility across major cloud environments and CI/CD pipelines.
Native integration with Amazon EKS (Bottlerocket / AL2023), Google Cloud GKE (Container-Optimized OS), Azure AKS, and self-hosted Talos Linux clusters running Linux kernel 5.8+.
Kernel 5.8+ CompatibleBi-directional writeback to ArgoCD, Flux v2, GitHub Actions, GitLab CI, and Spinnaker. Syntrace commits directly to Git repositories without bypassing security audit trails.
ArgoCD & Flux NativeSeamless interop with Datadog, Grafana Mimir, Prometheus, OpenTelemetry, Istio, Linkerd, and Envoy proxy service meshes.
OpenTelemetry CompliantTransparent Cluster Pricing
Metered by active worker node capacity and automated incident resolution pipelines. Zero free tiers.
For staging clusters and fast-growing teams running up to 25 Kubernetes worker nodes.
- • Up to 25 Monitored Worker Nodes
- • eBPF Kernel Telemetry Daemon
- • AST Git Diff Analysis (GitHub/GitLab)
- • 12-Hour Support SLA
For production microservice meshes running up to 100 nodes with automated canary rollbacks.
- • Up to 100 Monitored Worker Nodes
- • Firecracker MicroVM Verification
- • Autonomous ArgoCD / Flux Writeback
- • 1-Hour Critical Incident SLA
For global multi-region cloud infrastructure, sovereign VPCs, and 100+ worker nodes.
- • Unlimited Nodes & Multi-Region Meshes
- • Air-Gapped On-Premises Deployment
- • 99.99% Availability SLA Guarantee
- • Dedicated Reliability Solutions Engineer
Answers for Infrastructure & Security Architects
Detailed technical specifications covering kernel safety, eBPF verification, and automated mutation controls.
Eliminate 3 AM Incident War Rooms
Deploy the Syntrace DaemonSet to your staging or production cluster in under 5 minutes. Watch the platform isolate and remediate its first simulated cascade.