Perplexity Computer runs on a VM. Behind the answer engine is a real Linux machine with a shell, a package manager, compilers, an office suite, and a headless X desktop. The agent can write and run code there, convert and generate documents, drive GUI applications, and keep files on disk for the length of the session.
So the same question I asked about the ChatGPT Work VM applies here: what is the machine? How many cores, how much RAM, how much disk, what is preinstalled, and what does the agent run as? This is the full inventory: CPU, memory, storage, cgroup limits, mounts, devices, privileges, toolchains, the desktop stack, and the complete Debian, Python, and Node package lists.
Captured 2026-10-23 03:05:48 UTC from a live session. Every figure below is a reading taken at that moment, not the model’s recollection of its own environment. No environment-variable values, credentials, network addresses, or machine identifiers were collected.
Not a pristine image. SWI-Prolog and its dependencies were installed earlier in the same conversation, so they appear in the package lists below. Everything else is what the session came with.
Practical capacity, up front
If you are sizing up what to run in this thing, the useful limits are:
- 2 vCPUs (Intel Xeon, Ice Lake-SP class, AVX-512)
- 7.8 GiB guest RAM, with a cgroup ceiling of 7.646 GiB (
memory.max= 8,210,063,360 bytes) - No swap
- 20 GB ext4 root disk, about 13 GB available
- Passwordless
sudo, so you canapt installwhatever is missing - 847 Debian packages, 145 Python distributions, and a handful of global Node CLIs
- A headless desktop stack: Xvfb, Openbox, xfce4-panel, Alacritty, plus the full LibreOffice suite
- No GPU, Docker/Podman, clang, CMake, Ninja, gdb, Java, Go, or Rust preinstalled
This is a small box. It is good for document work (office files, PDFs, OCR, media conversion), scripting in Python/Node, and small C/C++ builds. It is not the place for heavy parallel builds or anything that needs more than ~7 GiB of RAM. Because you have root, most missing tools are one sudo apt install away, which is how SWI-Prolog got there.
The rest of this article is the evidence behind those numbers.
Important scope note
This describes the execution sandbox used for shell commands, not the infrastructure that serves the language model. Physical host resources, model weights, inference accelerators, and any external tool-service machines are not observable from inside it.
Unlike the ChatGPT Work VM, this guest does not hide /proc and /sys. Standard tools such as lscpu, free, df, and lsblk work normally, and the raw output is reproduced below.
Resource usage is a point-in-time reading. A device node or an installed package does not by itself prove that a physical device is attached or that a service is running.
Operating system
| Item | Value |
|---|---|
| Distribution | Ubuntu 26.04.1 LTS |
| Codename | Resolute Raccoon |
| Kernel | Linux 6.1.155 |
| Kernel build | #1 SMP PREEMPT_DYNAMIC @1760348006 |
| Architecture | x86_64 |
| Virtualization | KVM (full) |
| Hostname | space-sandbox |
| User | uid=2000(user) gid=2000(user) groups=2000(user) |
| Init | systemd 259.5 |
The userland is very new (Ubuntu 26.04, GCC 15, Python 3.14), but the kernel is a 6.1 LTS build. That is a custom guest kernel supplied by the VM platform, not Ubuntu’s stock kernel. The space-sandbox hostname and the space.slice cgroup (see below) are the only Perplexity-specific names at the OS level.
Linux space-sandbox 6.1.155 #1 SMP PREEMPT_DYNAMIC @1760348006 x86_64 GNU/Linux PRETTY_NAME="Ubuntu 26.04.1 LTS" NAME="Ubuntu" VERSION_ID="26.04" VERSION="26.04.1 LTS (Resolute Raccoon)" VERSION_CODENAME=resolute ID=ubuntu ID_LIKE=debian HOME_URL="https://www.ubuntu.com/" SUPPORT_URL="https://help.ubuntu.com/" BUG_REPORT_URL="https://bugs.launchpad.net/ubuntu/" PRIVACY_POLICY_URL="https://www.ubuntu.com/legal/terms-and-policies/privacy-policy" UBUNTU_CODENAME=resolute LOGO=ubuntu-logo uid=2000(user) gid=2000(user) groups=2000(user)
CPU
| Item | Value |
|---|---|
| Assigned processors | 2 vCPUs (IDs 0–1) |
| Model name | Intel Xeon Processor @ 2.90 GHz |
| Family / model / stepping | 6 / 106 / 6 (Ice Lake-SP) |
| Threads per core | 1 |
| Cores per socket / sockets | 2 / 1 |
| Address sizes | 46 bits physical, 57 bits virtual |
| L1d / L1i | 96 KiB / 64 KiB (2 instances) |
| L2 | 2.5 MiB (2 instances) |
| L3 | 54 MiB (1 instance) |
| NUMA nodes | 1 |
| Hypervisor | KVM |
Family 6 model 106 is Ice Lake-SP (3rd-gen Xeon Scalable). The model string is generic ("Intel(R) Xeon(R) Processor"), which is typical of cloud guests that mask the exact SKU. One thread per core means no SMT siblings are exposed to the guest.
Exposed instruction support includes SSE through SSE4.2, AVX, AVX2, FMA, BMI1/2, AES, PCLMUL, VAES, VPCLMULQDQ, SHA-NI, GFNI, RDRAND, RDSEED, and AVX-512 F, DQ, CD, BW, VL, IFMA, VBMI, VBMI2, VNNI, BITALG, and VPOPCNTDQ. The guest reports standard mitigations for Spectre v1/v2, Speculative Store Bypass, and MMIO stale data, with TSX disabled.
Full lscpu output:
Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Address sizes: 46 bits physical, 57 bits virtual Byte Order: Little Endian CPU(s): 2 On-line CPU(s) list: 0,1 Vendor ID: GenuineIntel Model name: Intel(R) Xeon(R) Processor @ 2.90GHz CPU family: 6 Model: 106 Thread(s) per core: 1 Core(s) per socket: 2 Socket(s): 1 Stepping: 6 BogoMIPS: 5799.92 Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc pebs bts rep_good nopl xtopology nonstop_tsc cpuid tsc_known_freq pni pclmulqdq dtes64 ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch cpuid_fault invpcid_single ssbd ibrs ibpb stibp ibrs_enhanced fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid avx512f avx512dq rdseed adx smap avx512ifma clflushopt clwb avx512cd sha_ni avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves wbnoinvd arat avx512vbmi umip pku ospke avx512_vbmi2 gfni vaes vpclmulqdq avx512_vnni avx512_bitalg avx512_vpopcntdq rdpid fsrm md_clear flush_l1d arch_capabilities Hypervisor vendor: KVM Virtualization type: full L1d cache: 96 KiB (2 instances) L1i cache: 64 KiB (2 instances) L2 cache: 2.5 MiB (2 instances) L3 cache: 54 MiB (1 instance) NUMA node(s): 1 NUMA node0 CPU(s): 0,1 Vulnerability Gather data sampling: Not affected Vulnerability Indirect target selection: Mitigation; Aligned branch/return thunks Vulnerability Itlb multihit: Not affected Vulnerability L1tf: Not affected Vulnerability Mds: Not affected Vulnerability Meltdown: Not affected Vulnerability Mmio stale data: Mitigation; Clear CPU buffers; SMT Host state unknown Vulnerability Reg file data sampling: Not affected Vulnerability Retbleed: Not affected Vulnerability Spec rstack overflow: Not affected Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl Vulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization Vulnerability Spectre v2: Mitigation; Enhanced / Automatic IBRS; IBPB conditional; PBRSB-eIBRS SW sequence; BHI SW loop, KVM SW loop Vulnerability Srbds: Not affected Vulnerability Tsa: Not affected Vulnerability Tsx async abort: Mitigation; TSX disabled Vulnerability Vmscape: Not affected
Memory and storage
| Item | Value |
|---|---|
| Total RAM | 7.8 GiB |
| Used at capture | 345 MiB |
| Free | 7.2 GiB |
| Available | 7.4 GiB |
| Swap | 0 |
| Root filesystem | /dev/root (ext4 on vda), 20 GB |
| Root used / available | 6.7 GB / 13 GB (35%) |
/dev/shm (tmpfs) |
3.9 GiB |
/run (tmpfs) |
1.6 GiB |
No swap. Whatever you run either fits in roughly 7.6 GiB or the cgroup OOM-kills it. The root disk is a single virtio block device, and a third of it is already used by the base image.
total used free shared buff/cache available Mem: 7.8Gi 345Mi 7.2Gi 6.8Mi 526Mi 7.4Gi Swap: 0B 0B 0B Filesystem Type Size Used Avail Use% Mounted on /dev/root ext4 20G 6.7G 13G 35% / tmpfs tmpfs 3.9G 0 3.9G 0% /dev/shm tmpfs tmpfs 1.6G 6.1M 1.6G 1% /run NAME TYPE SIZE FSTYPE MOUNTPOINTS MODEL vda disk 20G /
Cgroup resource limits
The workload runs inside a two-level cgroup v2 hierarchy:
| Limit | space.slice |
space-workloads.service/workloads |
|---|---|---|
memory.max |
8,210,063,360 (7.646 GiB) | 8,210,063,360 (7.646 GiB) |
memory.current |
438,935,552 | 429,068,288 |
memory.swap.max |
max | max |
cpu.max |
max 100000 (no quota) | max 100000 (no quota) |
cpuset.cpus.effective |
0-1 | — |
pids.max |
32,000 | 28,000 |
There is no CPU quota, so you get both vCPUs at full speed. The real ceilings are memory and process count.
/sys/fs/cgroup/space.slice memory.max: 8210063360 memory.current: 438935552 memory.swap.max: max cpu.max: max 100000 cpuset.cpus.effective: 0-1 pids.max: 32000 /sys/fs/cgroup/space.slice/space-workloads.service/workloads memory.max: 8210063360 memory.current: 429068288 memory.swap.max: max cpu.max: max 100000 pids.max: 28000
Mounts
A conventional systemd guest: an ext4 root on /dev/vda, with proc, sysfs, and a cgroup2 hierarchy mounted normally. securityfs, selinuxfs, bpf, tracefs, and pstore are also mounted. Nothing here is a bind-mounted overlay or a hidden pseudo-filesystem, which is quite different from the locked-down ChatGPT box.
/ /dev/vda ext4 rw,relatime /dev devtmpfs devtmpfs rw,relatime,size=4071212k,nr_inodes=1017803,mode=755 /proc proc proc rw,nosuid,nodev,noexec,relatime /sys sysfs sysfs rw,nosuid,nodev,noexec,relatime /sys/kernel/security securityfs securityfs rw,nosuid,nodev,noexec,relatime /sys/fs/selinux selinuxfs selinuxfs rw,nosuid,noexec,relatime /dev/shm tmpfs tmpfs rw,nosuid,nodev /dev/pts devpts devpts rw,nosuid,noexec,relatime,gid=5,mode=600,ptmxmode=000 /run tmpfs tmpfs rw,nosuid,nodev,size=1629744k,nr_inodes=819200,mode=755 /sys/fs/cgroup cgroup2 cgroup2 rw,nosuid,nodev,noexec,relatime,nsdelegate,memory_recursiveprot /sys/fs/pstore pstore pstore rw,nosuid,nodev,noexec,relatime /sys/fs/bpf bpf bpf rw,nosuid,nodev,noexec,relatime,mode=700 /proc/sys/fs/binfmt_misc systemd-1 autofs rw,relatime,fd=35,pgrp=1,timeout=0,minproto=5,maxproto=5,direct /sys/kernel/tracing tracefs tracefs rw,nosuid,nodev,noexec,relatime /run/credentials/systemd-journald.service none ramfs ro,nosuid,nodev,noexec,relatime,nosymfollow,mode=700
Devices
- No PCI or USB devices are enumerated, and there are no GPU device nodes.
- Three virtio devices:
virtio_blk(the root disk),virtio_net, andvmw_vsock_virtio_transport(a host↔guest vsock channel, typically used by the orchestrator to talk to an in-guest agent). - An emulated AT Raw Set 2 keyboard.
/dev/vmclock0,/dev/sysgenid, and/dev/ptp0. These are VM clock and generation-ID devices used by snapshot/restore-capable microVM platforms. They let a guest notice it has been cloned or resumed from a snapshot and resync its clock and random state. Together with the absence of PCI, this points to a Firecracker-style microVM restored from a warm snapshot, rather than a conventional full VM.
PCI: USB: Virtio drivers: virtio0: ../../../../bus/virtio/drivers/virtio_blk virtio1: ../../../../bus/virtio/drivers/virtio_net virtio2: ../../../../bus/virtio/drivers/vmw_vsock_virtio_transport Input device: AT Raw Set 2 keyboard Device nodes: total 0 crw-r--r-- 1 root root 10, 235 Oct 22 22:37 autofs crw------- 1 root root 5, 1 Oct 23 03:04 console lrwxrwxrwx 1 root root 11 Oct 22 22:37 core -> /proc/kcore drwxr-xr-x 4 root root 80 Oct 22 22:37 cpu crw------- 1 root root 10, 122 Oct 22 22:37 cpu_dma_latency lrwxrwxrwx 1 root root 13 Oct 22 22:37 fd -> /proc/self/fd crw-rw-rw- 1 root root 1, 7 Oct 22 22:37 full crw------- 1 root root 10, 183 Oct 22 22:37 hwrng drwxr-xr-x 2 root root 60 Oct 22 22:37 input crw-r--r-- 1 root root 1, 11 Oct 22 22:37 kmsg lrwxrwxrwx 1 root root 28 Oct 22 22:37 log -> /run/systemd/journal/dev-log crw-rw---- 1 root disk 10, 237 Oct 22 22:37 loop-control brw------- 1 root root 7, 0 Oct 22 22:37 loop0 brw------- 1 root root 7, 1 Oct 22 22:37 loop1 brw------- 1 root root 7, 2 Oct 22 22:37 loop2 brw------- 1 root root 7, 3 Oct 22 22:37 loop3 brw------- 1 root root 7, 4 Oct 22 22:37 loop4 brw------- 1 root root 7, 5 Oct 22 22:37 loop5 brw------- 1 root root 7, 6 Oct 22 22:37 loop6 brw------- 1 root root 7, 7 Oct 22 22:37 loop7 crw------- 1 root root 1, 1 Oct 22 22:37 mem crw-rw-rw- 1 root root 1, 3 Oct 22 22:37 null crw------- 1 root root 1, 4 Oct 22 22:37 port crw-rw-rw- 1 root root 5, 2 Oct 22 22:37 ptmx crw------- 1 root root 250, 0 Oct 22 22:37 ptp0 drwxr-xr-x 2 root root 0 Oct 22 22:37 pts crw-rw-rw- 1 root root 1, 8 Oct 22 22:37 random drwxrwxrwt 2 root root 40 Oct 22 22:37 shm crw------- 1 root root 10, 231 Oct 22 22:37 snapshot lrwxrwxrwx 1 root root 15 Oct 22 22:37 stderr -> /proc/self/fd/2 lrwxrwxrwx 1 root root 15 Oct 22 22:37 stdin -> /proc/self/fd/0 lrwxrwxrwx 1 root root 15 Oct 22 22:37 stdout -> /proc/self/fd/1 crw------- 1 root root 10, 125 Oct 22 22:37 sysgenid crw-rw-rw- 1 root root 5, 0 Oct 22 22:37 tty crw------- 1 root root 4, 0 Oct 22 22:37 tty0 crw------- 1 root root 4, 1 Oct 22 22:37 tty1 crw------- 1 root root 4, 10 Oct 22 22:37 tty10 crw------- 1 root root 4, 11 Oct 22 22:37 tty11 crw------- 1 root root 4, 12 Oct 22 22:37 tty12 crw------- 1 root root 4, 13 Oct 22 22:37 tty13 crw------- 1 root root 4, 14 Oct 22 22:37 tty14 crw------- 1 root root 4, 15 Oct 22 22:37 tty15 crw------- 1 root root 4, 16 Oct 22 22:37 tty16 crw------- 1 root root 4, 17 Oct 22 22:37 tty17 crw------- 1 root root 4, 18 Oct 22 22:37 tty18 crw------- 1 root root 4, 19 Oct 22 22:37 tty19 crw------- 1 root root 4, 2 Oct 22 22:37 tty2 crw------- 1 root root 4, 20 Oct 22 22:37 tty20 crw------- 1 root root 4, 21 Oct 22 22:37 tty21 crw------- 1 root root 4, 22 Oct 22 22:37 tty22 crw------- 1 root root 4, 23 Oct 22 22:37 tty23 crw------- 1 root root 4, 24 Oct 22 22:37 tty24 crw------- 1 root root 4, 25 Oct 22 22:37 tty25 crw------- 1 root root 4, 26 Oct 22 22:37 tty26 crw------- 1 root root 4, 27 Oct 22 22:37 tty27 crw------- 1 root root 4, 28 Oct 22 22:37 tty28 crw------- 1 root root 4, 29 Oct 22 22:37 tty29 crw------- 1 root root 4, 3 Oct 22 22:37 tty3 crw------- 1 root root 4, 30 Oct 22 22:37 tty30 crw------- 1 root root 4, 31 Oct 22 22:37 tty31 crw------- 1 root root 4, 32 Oct 22 22:37 tty32 crw------- 1 root root 4, 33 Oct 22 22:37 tty33 crw------- 1 root root 4, 34 Oct 22 22:37 tty34 crw------- 1 root root 4, 35 Oct 22 22:37 tty35 crw------- 1 root root 4, 36 Oct 22 22:37 tty36 crw------- 1 root root 4, 37 Oct 22 22:37 tty37 crw------- 1 root root 4, 38 Oct 22 22:37 tty38 crw------- 1 root root 4, 39 Oct 22 22:37 tty39 crw------- 1 root root 4, 4 Oct 22 22:37 tty4 crw------- 1 root root 4, 40 Oct 22 22:37 tty40 crw------- 1 root root 4, 41 Oct 22 22:37 tty41 crw------- 1 root root 4, 42 Oct 22 22:37 tty42 crw------- 1 root root 4, 43 Oct 22 22:37 tty43 crw------- 1 root root 4, 44 Oct 22 22:37 tty44 crw------- 1 root root 4, 45 Oct 22 22:37 tty45 crw------- 1 root root 4, 46 Oct 22 22:37 tty46 crw------- 1 root root 4, 47 Oct 22 22:37 tty47 crw------- 1 root root 4, 48 Oct 22 22:37 tty48 crw------- 1 root root 4, 49 Oct 22 22:37 tty49 crw------- 1 root root 4, 5 Oct 22 22:37 tty5 crw------- 1 root root 4, 50 Oct 22 22:37 tty50 crw------- 1 root root 4, 51 Oct 22 22:37 tty51 crw------- 1 root root 4, 52 Oct 22 22:37 tty52 crw------- 1 root root 4, 53 Oct 22 22:37 tty53 crw------- 1 root root 4, 54 Oct 22 22:37 tty54 crw------- 1 root root 4, 55 Oct 22 22:37 tty55 crw------- 1 root root 4, 56 Oct 22 22:37 tty56 crw------- 1 root root 4, 57 Oct 22 22:37 tty57 crw------- 1 root root 4, 58 Oct 22 22:37 tty58 crw------- 1 root root 4, 59 Oct 22 22:37 tty59 crw------- 1 root root 4, 6 Oct 22 22:37 tty6 crw------- 1 root root 4, 60 Oct 22 22:37 tty60 crw------- 1 root root 4, 61 Oct 22 22:37 tty61 crw------- 1 root root 4, 62 Oct 22 22:37 tty62 crw------- 1 root root 4, 63 Oct 22 22:37 tty63 crw------- 1 root root 4, 7 Oct 22 22:37 tty7 crw------- 1 root root 4, 8 Oct 22 22:37 tty8 crw------- 1 root root 4, 9 Oct 22 22:37 tty9 crw-rw-rw- 1 root root 1, 9 Oct 22 22:37 urandom crw------- 1 root root 10, 126 Oct 22 22:37 userfaultfd crw------- 1 root root 7, 0 Oct 22 22:37 vcs crw------- 1 root root 7, 1 Oct 22 22:37 vcs1 crw------- 1 root root 7, 128 Oct 22 22:37 vcsa crw------- 1 root root 7, 129 Oct 22 22:37 vcsa1 crw------- 1 root root 7, 64 Oct 22 22:37 vcsu crw------- 1 root root 7, 65 Oct 22 22:37 vcsu1 brw------- 1 root root 254, 0 Oct 22 22:37 vda crw------- 1 root root 10, 127 Oct 22 22:37 vga_arbiter crw------- 1 root root 10, 124 Oct 22 22:37 vmclock0 crw------- 1 root root 10, 123 Oct 22 22:37 vsock crw-rw-rw- 1 root root 1, 5 Oct 22 22:37 zero GPU nodes:
Privileges and process resource limits
The sandbox user has passwordless sudo, so the agent is effectively root inside the VM. That is the biggest practical difference from the ChatGPT Work VM: here apt install just works.
| Limit | Value |
|---|---|
| Open files | 4,096 |
| Max user processes | 31,806 |
| Pending signals | 31,806 |
| Stack | 8 MiB |
| Max locked memory | 8 MiB |
| Core file size | 0 (disabled) |
| CPU time / virtual memory / file size | unlimited |
Passwordless sudo available in sandbox real-time non-blocking time (microseconds, -R) unlimited core file size (blocks, -c) 0 data seg size (kbytes, -d) unlimited scheduling priority (-e) 0 file size (blocks, -f) unlimited pending signals (-i) 31806 max locked memory (kbytes, -l) 8192 max memory size (kbytes, -m) unlimited open files (-n) 4096 pipe size (512 bytes, -p) 8 POSIX message queues (bytes, -q) 819200 real-time priority (-r) 0 stack size (kbytes, -s) 8192 cpu time (seconds, -t) unlimited max user processes (-u) 31806 virtual memory (kbytes, -v) unlimited file locks (-x) unlimited
Main development software
| Software | Version | Path |
|---|---|---|
| GCC / G++ | 15.2.0 (Ubuntu 15.2.0-16ubuntu1) | /usr/bin/gcc, /usr/bin/g++ |
| GNU Make | 4.4.1 | /usr/bin/make |
| Python | 3.14.8 (/usr/local build) and 3.14.4 (distro python3.14) |
/usr/local/bin/python, /usr/local/bin/python3 |
| pip | 26.2.2 | /usr/local/bin/pip |
| Node.js | v20.20.2 | /usr/local/bin/node |
| npm | 10.8.2 | /usr/local/bin/npm |
| Git | 2.53.0 | /usr/bin/git |
| SWI-Prolog | 9.2.9 (installed during this session) | /usr/bin/swipl |
Also present from the Debian package list: build-essential, binutils 2.46, autoconf, automake, libtool, pkgconf, curl, wget, jq, ripgrep, rsync, socat, screen, sqlite3, xxd, openssh-client/openssh-server, bubblewrap, and the supabase CLI. Ubuntu 26.04’s Rust rewrites are also in place: rust-coreutils and sudo-rs.
Not found on PATH: clang, clang++, cmake, ninja, gdb, lldb, java, rustc, cargo, go, docker, podman.
The interpreter version check printed two versions, 3.14.8 and 3.14.4. The distro python3.14 package is 3.14.4, so the /usr/local build that owns pip and the Python inventory below is the newer 3.14.8. Node is the older 20.x LTS line, even though everything else on the box is recent.
gcc: /usr/bin/gcc g++: /usr/bin/g++ clang: not found on PATH clang++: not found on PATH cmake: not found on PATH make: /usr/bin/make ninja: not found on PATH gdb: not found on PATH lldb: not found on PATH python: /usr/local/bin/python python3: /usr/local/bin/python3 pip: /usr/local/bin/pip node: /usr/local/bin/node npm: /usr/local/bin/npm git: /usr/bin/git swipl: /usr/bin/swipl java: not found on PATH rustc: not found on PATH cargo: not found on PATH go: not found on PATH docker: not found on PATH podman: not found on PATH gcc (Ubuntu 15.2.0-16ubuntu1) 15.2.0 GNU Make 4.4.1 Python 3.14.8 Python 3.14.4 pip 26.2.2 from /usr/local/lib/python3.14/site-packages/pip (python 3.14) v20.20.2 10.8.2 git version 2.53.0 SWI-Prolog version 9.2.9 for x86_64-linux
The desktop and computer-use stack
This is what makes the box a computer and not just a code interpreter. The image ships a complete headless X11 desktop:
| Component | Package / version |
|---|---|
| Virtual X server | xvfb 21.1.22 |
| Window manager | openbox 3.6.1 |
| Panel / settings | xfce4-panel 4.20.7, xfconf, xsettingsd |
| Terminal | alacritty 0.16.1 |
| X utilities | x11-utils, x11-xserver-utils, x11-xkb-utils, xauth, xdg-utils |
| GUI toolkit / accessibility | GTK 3.24.52, at-spi2-core 2.60.4, D-Bus 1.16.2 |
| Rendering | Mesa 26.0.8 (libgallium, software rendering since there is no GPU) |
| Office suite | LibreOffice 26.2.6 (Writer, Calc, Impress, Draw, Math, Base) + python3-uno |
| Fonts | DejaVu, Liberation, Noto (incl. CJK and color emoji), Roboto, Lato, Carlito/Caladea, URW base35, ttf-mscorefonts-installer |
No web browser package (Chromium, Firefox) is installed, so web browsing is presumably handled by a separate tool service rather than inside this VM. The UI automation helper (screenshots, input injection) is not visible as a Debian package either. It most likely talks to the X server directly, or runs over the vsock channel noted above.
Document, image, and media tooling:
| Software | Version |
|---|---|
| FFmpeg | 8.0.1 |
| ImageMagick | 7.1.2-18 (Q16) |
libvips / libvips-tools |
present (plus pyvips in Python) |
| Pandoc | 3.7.0.2 |
| Tesseract OCR | 5.5.0 (eng + osd) |
| Poppler utils | 26.01.0 |
| Ghostscript | 10.06.0 |
| qpdf | present |
| ExifTool | libimage-exiftool-perl |
| librsvg | present |
Installed Python packages
145 distributions visible to the default Python. The interesting ones:
- Perplexity internals:
pplx_sdk,pplx-python-sdks-llm-api, and threeidl-protobuf-perplexity-llm-api-*packages (protobuf/gRPC stubs for Perplexity’s internal LLM API). One of them is versioned2026.10.22.1792629890+b7907f3, a build stamped the day before capture, so the image is rebuilt frequently. - Third-party model SDKs:
anthropic2.1.0 andopenai3.36.0. - Infrastructure:
modal1.5.2 (Modal serverless compute client),boto3/s3transfer,git-remote-s3,grpcio/grpclib,fastapi/uvicorn/Flask. - Observability:
ddtrace4.16.0,ddtrace-internal,datadog,opentelemetry-api. - Document conversion:
markitdown,markdownify,pdf2docx,pymupdf,pdfplumber,pypdf,pypdfium2,python-docx,python-pptx,openpyxl,xlsxwriter,reportlab,fpdf2,mat2(metadata scrubbing). - Media / vision:
opencv-python-headless5.0,onnxruntime,pillow13 +pillow_heif,pyvips,pytesseract,yt-dlp,mutagen,magika(Google’s ML file-type detector). - Language detection:
fast-langdetect,fasttext-predict-v2,hanzidentifier,zhon. - Agent tooling:
skills-ref0.1.1, a reference library for agent "skills" packages.
Notably absent: no PyTorch, TensorFlow, scikit-learn, or Jupyter. The numeric stack is just numpy, pandas 3.0, scipy, and matplotlib.
Package Version ------------------------------------------------------------- ----------------------------- aiohappyeyeballs 2.7.1 aiohttp 3.14.5 aiosignal 1.4.0 annotated-doc 0.0.5 annotated-types 0.8.0 anthropic 2.1.0 anyio 4.15.1 attrs 26.1.0 beautifulsoup4 4.15.0 blinker 1.9.0 boto3 1.43.117 botocore 1.43.117 bytecode 0.19.1 cbor2 6.1.5 certifi 2026.10.19 cffi 2.1.1 charset-normalizer 3.5.2 click 8.5.0 colorlog 6.12.0 contourpy 1.4.0 cryptography 50.0.2 cycler 0.12.1 datadog 0.51.0 ddtrace 4.16.0 ddtrace-internal 0.1.0 defusedxml 0.7.1 docstring_parser 0.18.0 envier 0.6.1 et_xmlfile 2.0.0 fast-langdetect 1.1.0 fastapi 0.159.1 fasttext-predict-v2 1.1.0 fire 0.7.1 Flask 3.1.3 flatbuffers 25.12.19 fonttools 4.67.0 fpdf2 2.8.9 frozenlist 1.8.0 git-remote-s3 0.4.2 grpcio 1.80.0 grpclib 0.4.9 h11 0.16.0 h2 4.4.1 hanzidentifier 1.3.0 hpack 4.2.0 httpcore2 2.16.0 httptools 0.9.0 httpx2 2.16.0 hyperframe 6.1.0 idl-protobuf-perplexity-llm-api-common-llm-api-common-pyproto 2026.10.22.1792629890+b7907f3 idl-protobuf-perplexity-llm-api-llm-api-pygrpc 0.0.0+local idl-protobuf-perplexity-llm-api-llm-api-pyproto 0.0.0+local idna 3.20 itsdangerous 2.2.0 Jinja2 3.1.6 jiter 0.13.0 jmespath 1.1.0 kiwisolver 1.5.1 lxml 6.1.3 lz4 4.4.5 magika 1.0.3 markdown-it-py 4.2.0 markdownify 1.2.3 markitdown 0.1.9 MarkupSafe 3.0.4 mat2 0.15.0 matplotlib 3.11.2 mdurl 0.1.2 modal 1.5.2 multidict 7.1.0 mutagen 1.48.1 numpy 2.5.4 onnxruntime 1.31.0 openai 3.36.0 opencv-python-headless 5.0.0.93 openpyxl 3.1.5 opentelemetry-api 1.45.1 orjson 3.11.8 packaging 26.3 pandas 3.0.6 pdf2docx 0.5.13 pdf2image 1.17.0 pdfminer.six 20260107 pdfplumber 0.11.10 pillow 13.0.0 pillow_heif 1.8.0 pip 26.2.2 pplx-python-sdks-llm-api 0.0.0+local pplx_sdk 0.0.0+local propcache 0.5.4 protobuf 7.35.1 pycairo 1.29.2 pycparser 3.11 pydantic 2.12.5 pydantic_core 2.41.5 Pygments 2.21.0 PyGObject 3.48.2 pymupdf 1.28.2 pyparsing 3.3.3 pypdf 6.21.2 pypdfium2 5.14.0 pytesseract 0.3.13 python-dateutil 2.9.0.post0 python-docx 1.2.0 python-dotenv 1.2.4 python-pptx 1.0.2 pytz 2026.5 pyvips 3.2.0 PyYAML 6.0.3 reportlab 5.0.1 requests 2.34.2 rich 15.0.0 robust-downloader 0.0.2 s3transfer 0.19.3 scipy 1.18.1 six 1.17.0 skills-ref 0.1.1 sniffio 1.3.1 soupsieve 3.0.4 sqlglot 30.24.0 starlette 1.9.0 strictyaml 1.7.3 synchronicity 0.12.6 tenacity 9.1.2 termcolor 3.3.0 toml 0.10.2 tqdm 4.70.1 truststore 0.10.5 types-certifi 2021.10.8.3 types-toml 0.10.8.20260518 typing_extensions 4.16.0 typing-inspection 0.4.4 urllib3 2.8.0 uuid7 0.1.0 uvicorn 0.54.0 uvloop 0.23.0 watchfiles 1.3.0 websockets 17.3 Werkzeug 3.1.9 wrapt 2.5.1 xlrd 2.0.2 xlsxwriter 3.3.0 yarl 1.25.1 yt-dlp 2026.10.21 zhon 2.1.1
Global Node packages
/usr/local/lib +-- @anthropic-ai/claude-code@2.1.286 +-- @box/cli@4.10.1 +-- @googleworkspace/cli@0.22.5 +-- @openai/codex@0.130.0 +-- convex@1.42.3 +-- corepack@0.34.6 +-- npm@10.8.2 +-- serve@14.2.6 `-- vercel@50.28.0
The global npm prefix has two third-party coding agents preinstalled, @anthropic-ai/claude-code 2.1.286 and @openai/codex 0.130.0, plus CLIs for the services Perplexity Computer connects to: vercel, convex, @box/cli, and @googleworkspace/cli. serve is there for quick static hosting from the VM.
Installed Debian package inventory
All 847 installed packages (dpkg-query name and version). The SWI-Prolog packages (swi-prolog-core, swi-prolog-core-packages, swi-prolog-nox) and their dependencies were installed during this session.
3cpio 0.14.0-1ubuntu1 adduser 3.153ubuntu1 adwaita-icon-theme 50.0-1 alacritty 0.16.1-2ubuntu1 amd64-microcode 3.20251202.1ubuntu2 apache2-utils 2.4.66-2ubuntu2.6 apt 3.2.0 at-spi2-common 2.60.4-0ubuntu0.1 at-spi2-core 2.60.4-0ubuntu0.1 autoconf 2.72-3.1ubuntu2 automake 1:1.18.1-3build1 autopoint 0.23.2-1 autotools-dev 20240727.1build1 base-files 14ubuntu6.2 base-passwd 3.6.8 bash 5.3-2ubuntu1 bc 1.07.1-4build1 bind9-dnsutils 1:9.20.24-1ubuntu0.4 bind9-host 1:9.20.24-1ubuntu0.4 bind9-libs:amd64 1:9.20.24-1ubuntu0.4 binutils 2.46-3ubuntu2 binutils-common:amd64 2.46-3ubuntu2 binutils-x86-64-linux-gnu 2.46-3ubuntu2 bsdextrautils 2.41.3-3ubuntu2.2 bsdutils 1:2.41.3-3ubuntu2.2 bubblewrap 0.11.1-1ubuntu0.3 build-essential 12.12ubuntu2.26.04.2 bzip2 1.0.8-6ubuntu0.1 ca-certificates 20260601~26.04.1 cabextract 1.11-2build1 console-setup 1.237ubuntu3.1 console-setup-linux 1.237ubuntu3.1 coreutils 9.5-1ubuntu2+0.0.0~ubuntu25 coreutils-from-uutils 0.0.0~ubuntu25 cpp 4:15.2.0-5ubuntu1 cpp-15 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14.0.0build1 mesa-libgallium:amd64 26.0.8-1ubuntu0.3 microcode-initrd 4ubuntu mokutil 0.7.2-2 mount 2.41.3-3ubuntu2.2 ncurses-base 6.6+20251231-1 ncurses-bin 6.6+20251231-1 ncurses-term 6.6+20251231-1 netbase 6.5build1 netpbm 2:11.10.02-1build1 ocl-icd-libopencl1:amd64 2.3.4-1 openbox 3.6.1-12ubuntu3 openssh-client 1:10.2p1-2ubuntu3.7 openssh-server 1:10.2p1-2ubuntu3.7 openssh-sftp-server 1:10.2p1-2ubuntu3.7 openssl 3.5.5-1ubuntu3.7 openssl-provider-legacy 3.5.5-1ubuntu3.7 pandoc 3.7.0.2+ds-1 pandoc-data 3.7.0.2-1build1 parted 3.6-6 passwd 1:4.17.4-2ubuntu3 patch 2.8-2build1 pci.ids 0.0~2026.02.12-1 pciutils 1:3.14.0-1build2 perl 5.40.1-7ubuntu0.3 perl-base 5.40.1-7ubuntu0.3 perl-modules-5.40 5.40.1-7ubuntu0.3 pinentry-curses 1.3.2-3ubuntu1 pkg-config:amd64 2.5.1-4 pkgconf:amd64 2.5.1-4 pkgconf-bin 2.5.1-4 po-debconf 1.0.22 poppler-data 0.4.12-1build1 poppler-utils 26.01.0-2ubuntu0.3 procps 2:4.0.4-9ubuntu1 python-apt-common 3.1.0ubuntu1.1 python-is-python3 3.13.3-1+build1 python3 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78.1.1-0.1build1 python3-pyparsing 3.3.2-2 python3-setuptools 78.1.1-0.1build1 python3-setuptools-whl 78.1.1-0.1build1 python3-typeguard 4.4.4-2 python3-typing-extensions 4.15.0-2 python3-uno 4:26.2.6.3-0ubuntu0.26.04.2 python3-update-manager 1:26.04.5 python3-venv 3.14.3-0ubuntu2 python3-wadllib 2.0.0-3 python3-wheel 0.46.3-2 python3-xkit 0.5.0ubuntu8 python3-yaml 6.0.3-1build1 python3-zipp 3.23.0-1build1 python3.14 3.14.4-1ubuntu0.2 python3.14-minimal 3.14.4-1ubuntu0.2 python3.14-venv 3.14.4-1ubuntu0.2 qpdf 12.3.2-1 readline-common 8.3-4 ripgrep 15.1.0-1ubuntu1 rpcsvc-proto 1.4.3-1build1 rsync 3.4.1+ds1-7ubuntu0.3 rust-coreutils 0.8.0-0ubuntu3 sbsigntool 0.9.4-3.1ubuntu9 screen 4.9.1-3ubuntu2 secureboot-db 1.9build2 sed 4.9-2ubuntu1 sensible-utils 0.0.26build1 shared-mime-info 2.4-5build3 socat 1.8.1.1-1ubuntu0.1 sqlite3 3.46.1-9ubuntu0.3 ssh-import-id 5.11-0ubuntu4 sudo 1.9.17p2-1ubuntu3.2 sudo-common 1.2ubuntu sudo-rs 0.2.13-0ubuntu1.2 supabase 2.78.1 swi-prolog-core 9.2.9+dfsg-1.1build1 swi-prolog-core-packages 9.2.9+dfsg-1.1build1 swi-prolog-nox 9.2.9+dfsg-1.1build1 systemd 259.5-0ubuntu3.4 systemd-resolved 259.5-0ubuntu3.4 systemd-sysv 259.5-0ubuntu3.4 sysvinit-utils 3.15-5ubuntu1 tar 1.35+dfsg-4ubuntu0.4 tesseract-ocr 5.5.0-1build1 tesseract-ocr-eng 1:4.1.0-2build1 tesseract-ocr-osd 1:4.1.0-2build1 ttf-mscorefonts-installer 3.8.1ubuntu2 tzdata 2026c-0ubuntu0.26.04.1 ubuntu-drivers-common 1:0.10.9 ubuntu-keyring 2023.11.28.1build1 ubuntu-pro-client 38ubuntu0~26.04 ubuntu-release-upgrader-core 1:26.04.27 ucf 3.0052ubuntu1 udev 259.5-0ubuntu3.4 unminimize 0.5build1 uno-libs-private 4:26.2.6.3-0ubuntu0.26.04.2 update-manager-core 1:26.04.5 update-notifier-common 3.207.2 ure 4:26.2.6.3-0ubuntu0.26.04.2 usbutils 1:019-1 user-session-migration 0.5.1 util-linux 2.41.3-3ubuntu2.2 wget 1.25.0-2ubuntu4.4 x11-common 1:7.7+26ubuntu1 x11-utils 7.7+7build1 x11-xkb-utils 7.7+9build1 x11-xserver-utils 7.7+11build1 xauth 1:1.1.2-1.1build1 xdg-user-dirs 0.19-1 xdg-utils 1.2.1-2ubuntu2 xfce4-panel 4.20.7-1 xfconf 4.20.0-1build1 xfonts-cyrillic 1:1.0.5+nmu1build1 xfonts-encodings 1:1.0.5-0ubuntu3 xfonts-scalable 1:1.0.3-1.3build1 xfonts-utils 1:7.7+7build1 xkb-data 2.46-2 xserver-common 2:21.1.22-1ubuntu1.3 xsettingsd 1.0.2-1build2 xvfb 2:21.1.22-1ubuntu1.3 xxd 2:9.1.2141-1ubuntu4.9 xz-utils 5.8.3-1 zip 3.0-15ubuntu3 zlib1g:amd64 1:1.3.dfsg+really1.3.1-1ubuntu3.1
GCC C++ include search paths
#include "..." search starts here: #include <...> search starts here: /usr/include/c++/15 /usr/include/x86_64-linux-gnu/c++/15 /usr/include/c++/15/backward /usr/lib/gcc/x86_64-linux-gnu/15/include /usr/local/include /usr/include/x86_64-linux-gnu /usr/include End of search list.
Header inventory
There are 5,192 header files under /usr/include, /usr/local/include, and the GCC internal include directory. They are individual files, not packages. Nearly all of them come from a few development packages already listed above, plus the headers bundled with the /usr/local Node and Python builds:
| Location | Files | Comes from |
|---|---|---|
/usr/local/include/node |
2,365 | Node.js 20 install (V8, libuv, OpenSSL, N-API headers), not dpkg |
/usr/include/linux, asm-generic |
851 | linux-libc-dev (kernel userspace API, not a build tree for the running 6.1 kernel) |
/usr/include/c++/15 |
811 | libstdc++-15-dev |
/usr/include/x86_64-linux-gnu |
418 | libc6-dev, libstdc++-15-dev (arch-specific bits) |
/usr/include (other top-level) |
308 | mostly libc6-dev (glibc), plus the smaller linux-libc-dev dirs (drm, rdma, sound, scsi, …), libcrypt-dev, and libltdl-dev |
/usr/local/include/python3.14 |
284 | the /usr/local Python 3.14.8 build |
/usr/lib/gcc/x86_64-linux-gnu/15/include |
155 | gcc-15 / libgcc-15-dev (intrinsics such as immintrin.h) |
The practical takeaway is what’s missing: no third-party library development headers are installed. There is no zlib.h, no OpenSSL, curl, libpng/jpeg, SQLite, libffi, ncurses, or readline headers in /usr/include. Plain C/C++ against libc and libstdc++ builds out of the box. Anything that links a system library needs a sudo apt install lib…-dev first. The counts are based on filenames, not on compile or link tests.
Visibility and caveats
- Everything above is a point-in-time reading from one session on 2026-10-23. The image is rebuilt often (see the Python protobuf build stamp), so versions will drift.
- The inventory is not pristine: SWI-Prolog and its dependencies were added during the session.
- Device nodes and installed packages show what is present, not what is attached or running. GPU absence is based on there being no GPU device nodes and no PCI devices at all.
- The host machine, the inference stack, and any external tool services (such as web browsing) are not observable from inside the guest.
- No environment-variable values, credentials, network addresses, or machine identifiers were collected.
Originally published in TheBigPromptLibrary on GitHub (view source).
⭐ Star the library on GitHub for more system prompts and research.