1
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forked from wrenn/wrenn
pptx704 1178ab8b21 fix: accurate sandbox metrics and memory management
Three issues fixed:

1. Memory metrics read host-side VmRSS of the Firecracker process,
   which includes guest page cache and never decreases. Replaced
   readMemRSS(fcPID) with readEnvdMemUsed(client) that queries
   envd's /metrics endpoint for guest-side total - MemAvailable.
   This matches neofetch and reflects actual process memory.

2. Added Firecracker balloon device (deflate_on_oom, 5s stats) and
   envd-side periodic page cache reclaimer (drop_caches when >80%
   used). Reclaimer is gated by snapshot_in_progress flag with
   sync() before freeze to prevent memory corruption during pause.

3. Sampling interval 500ms → 1s, ring buffer capacities adjusted
   to maintain same time windows. Reduces per-host HTTP load from
   240 calls/sec to 120 calls/sec at 120 capsules.

Also: maxDiffGenerations 8 → 1 (merge every re-pause since UFFD
lazy-loads anyway), envd mem_used formula uses total - available.
2026-05-03 12:19:01 +06:00
2026-04-13 00:13:40 +06:00
2026-04-13 00:13:40 +06:00
2026-05-03 03:32:41 +06:00

Wrenn

Secure infrastructure for AI

Prerequisites

  • Linux host with /dev/kvm access (bare metal or nested virt)
  • Firecracker binary at /usr/local/bin/firecracker
  • PostgreSQL
  • Go 1.25+
  • Rust 1.88+ with x86_64-unknown-linux-musl target (rustup target add x86_64-unknown-linux-musl)
  • pnpm (for frontend)
  • Docker (for dev infra and rootfs builds)

Build

make build    # outputs to builds/

Produces three binaries: wrenn-cp (control plane), wrenn-agent (host agent), envd (guest agent).

Host setup

The host agent needs a kernel, a minimal rootfs image, and working directories on the host machine.

Directory structure

/var/lib/wrenn/
├── kernels/
│   └── vmlinux              # uncompressed Linux kernel (not bzImage)
├── images/
│   └── minimal/
│       └── rootfs.ext4      # base rootfs (all other templates snapshot from this)
├── sandboxes/               # per-sandbox CoW files (created at runtime)
└── snapshots/               # pause/hibernate snapshot files (created at runtime)

Create the directories:

sudo mkdir -p /var/lib/wrenn/{kernels,images/minimal,sandboxes,snapshots}

Kernel

Place an uncompressed vmlinux kernel at /var/lib/wrenn/kernels/vmlinux. Versioned kernels (vmlinux-{semver}) are also supported — the agent picks the latest by semver.

Minimal rootfs

The minimal rootfs is the base image that all other templates (Python, Node, etc.) are built on top of via device-mapper snapshots. It must contain:

Package Why
socat Bidirectional relay for port forwarding
chrony Time sync from KVM PTP clock (/dev/ptp0)
tini PID 1 zombie reaper (injected by build script, not apt)
sudo User privilege management inside the guest
wget HTTP fetching
curl HTTP client
ca-certificates TLS certificate verification

To build a rootfs from a Docker container:

  1. Create and configure a container with the required packages:

    docker run -it --name wrenn-minimal debian:bookworm bash
    # Inside the container:
    apt update && apt install -y socat chrony sudo wget curl ca-certificates
    exit
    
  2. Export to a rootfs image (builds envd, injects wrenn-init + tini, shrinks to minimum size):

    sudo bash scripts/rootfs-from-container.sh wrenn-minimal minimal
    

To update an existing rootfs after changing envd or wrenn-init.sh:

bash scripts/update-minimal-rootfs.sh

This rebuilds envd via make build-envd and copies the fresh binaries into the mounted rootfs image.

IP forwarding

sudo sysctl -w net.ipv4.ip_forward=1

Configure

Copy .env.example to .env and edit:

# Required
DATABASE_URL=postgres://wrenn:wrenn@localhost:5432/wrenn?sslmode=disable

# Control plane
WRENN_CP_LISTEN_ADDR=:8000
CP_HOST_AGENT_ADDR=http://localhost:50051

# Host agent
WRENN_HOST_LISTEN_ADDR=:50051
WRENN_DIR=/var/lib/wrenn

Development

make dev          # Start PostgreSQL (Docker), run migrations, start control plane
make dev-agent    # Start host agent (separate terminal, sudo)
make dev-frontend # Vite dev server with HMR (port 5173)
make check        # fmt + vet + lint + test

Host registration

Hosts must be registered with the control plane before they can serve sandboxes.

  1. Create a host record (via API or dashboard):

    curl -X POST http://localhost:8000/v1/hosts \
      -H "Authorization: Bearer $JWT_TOKEN" \
      -H "Content-Type: application/json" \
      -d '{"type": "regular"}'
    

    This returns a registration_token (valid for 1 hour).

  2. Start the host agent with the registration token and its externally-reachable address:

    sudo WRENN_CP_URL=http://localhost:8000 \
         ./builds/wrenn-agent \
         --register <token-from-step-1> \
         --address <host-ip>:50051
    

    On first startup the agent sends its specs (arch, CPU, memory, disk) to the control plane, receives a long-lived host JWT, and saves it to $WRENN_DIR/host-token.

  3. Subsequent startups don't need --register — the agent loads the saved JWT automatically:

    sudo ./builds/wrenn-agent --address <host-ip>:50051
    
  4. If registration fails (e.g., network error after token was consumed), regenerate a token:

    curl -X POST http://localhost:8000/v1/hosts/$HOST_ID/token \
      -H "Authorization: Bearer $JWT_TOKEN"
    

    Then restart the agent with the new token.

The agent sends heartbeats to the control plane every 30 seconds.

See CLAUDE.md for full architecture documentation.

Description
Secure infrastructure for AI
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