A containerized, self-organizing IoT mesh stack that wires real-time kernel telemetry directly into your observability layer — no agents, no sidecars, no blind spots.
QCA MeshCore is a fully containerized, IoT-inspired mesh networking platform where every node is simultaneously a participant, observer, and telemetry source. Nodes discover one another via UDP broadcast, negotiate topology over persistent TCP mesh connections, and expose byte-level I/O intelligence drawn directly from the Linux kernel via eBPF kprobes — without modifying a single line of application code.
This is not passive monitoring bolted on after the fact. The entire observability layer is woven into the fabric of the network itself, operating at a level of fidelity that application-layer instrumentation can never reach.
Extended Berkeley Packet Filter (eBPF) runs sandboxed programs directly inside the Linux kernel — safely, efficiently, without kernel module development or reboots. QCA deploys kprobes at the exact boundaries where network I/O originates, capturing the ground truth of every syscall and byte transferred in real time, at sub-microsecond overhead.
tcp_sendmsg, tcp_recvmsg, and sock_write_iter, capturing payload size, direction, and timing before it ever reaches userspace. No sampling. Every event. Unlimited cardinality.The traditional approach to network observability forces a tradeoff: instrument your application code and accept the blind spots, or deploy heavyweight agents that tax your runtime and still miss kernel-level events. QCA MeshCore eliminates this tradeoff entirely.
By grounding the telemetry stack in eBPF kprobes, QCA captures I/O data at the only place where it cannot be fabricated, proxied, or missed — the kernel itself. Every byte across a TCP socket is accounted for. Every peer connection is tracked from the moment the kernel acknowledges it, not from when your application decides to report it.
On top of this kernel-truth layer, the autonomous mesh engine turns independent nodes into a self-aware distributed system. Nodes find each other. Wire themselves together. Share telemetry context — without a central coordinator, manual configuration, or a single DNS lookup.
The result is a platform that feels alive. The React dashboard streams kernel events over a live WebSocket feed. You're not looking at a snapshot of your network. You're looking at your network, rendered in real time, sourced directly from the machines it runs on.
For IoT deployments, edge clusters, containerized microservices, or any distributed system where conventional monitoring falls short — QCA MeshCore delivers complete, unsampled, kernel-verified observability deployable in minutes, zero code changes, at any scale.
Deploy in minutes. Zero configuration. Zero code changes. Complete kernel-level visibility.
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