Ross ROSS = Recommend OSS · open-source software intelligence for agents

panda-re/panda

Platform for Architecture-Neutral Dynamic Analysis observed · 2026-08-28

github.com/panda-re/panda · homepage · C · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

93/100

  • Activity 95
  • Release rhythm 87
  • Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 2
  • age_days: 4758
  • days_rel: 86
  • days_push: 35
  • n_releases_24m: 44

Full methodology

Adoption not part of the score

2778 stars · 503 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

PANDA is an open-source Platform for Architecture-Neutral Dynamic Analysis built on the QEMU whole-system emulator, supporting record and replay of full guest executions across thirteen CPU architectures. Analyses are written as C plugins or via the PyPANDA Python interface, with features like byte-level taint tracking and OS introspection.

Use cases

  • record and replay whole-system executions for repeatable malware analysis
  • write dynamic analysis plugins in Python with PyPANDA
  • perform architecture-neutral taint tracking across many CPU instruction sets
  • introspect guest OS state like active processes on Linux and Windows
  • analyze firmware or embedded systems in an emulated environment
  • count executed basic blocks or trace instructions in a running VM
  • share compact replay logs for reproducible security experiments

When to choose

  • you need whole-system dynamic analysis with record/replay semantics
  • you want to analyze binaries for architectures QEMU supports without native hardware
  • you need taint tracking or OS introspection during emulation
  • you want to script VM-driven analyses from Python or Jupyter

When to avoid

  • you only need static analysis of a single binary without emulation
  • you need low-overhead production monitoring rather than deep offline analysis
  • you want a lightweight debugger rather than a full-system emulator
  • you cannot tolerate the performance cost of taint analysis on live execution

Facets

framework · maturity active

reverse-engineering simulation security sdk developer-tools security reverse-engineering developer-tools operating-systems python cpp c qemu dynamic-analysis record-and-replay taint-tracking whole-system-emulation pypanda malware-analysis plugin-architecture linux docker

3 sources

Member repositories

RepositoryRoleHealth v2
panda-re/pandamain93

For agents

markdown · JSON · MCP: product_card(name="panda-re/panda")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem