README.md

metadata

title: START HERE  Agent Forensics Suite
emoji: 🔥
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 6.3.0
app_file: app.py
pinned: true
short_description: 'Start here: verify agent runs with receipts, replays, diffs.'
license: other
thumbnail: https://cdn-uploads.huggingface.co/production/uploads/

RFTSystems — Agent Forensics Suite (START HERE)

Evidence-first instrumentation for AI agents and safety decisions.
Audit, prove, replay, and diff runs — turning “trust me” into verification.

Why this exists

AI is being deployed faster than teams can reproduce failures, attribute responsibility, or prove what changed.
The unacceptable part isn’t that systems fail — it’s that nobody can prove what happened.

This suite exists to make runs inspectable and independently verifiable.

The workflow

learn → generate proof → record reality → seal it → replay → diff → audit → benchmark

Quick start (60 seconds)

1. Open AuditPlane and generate a baseline suite (signed receipts + Merkle proofs).
2. Replay the same suite and confirm drift diffs.
3. Export the offline bundle so anyone can verify it without trusting you.

The labs

• AuditPlane — LLM Decision Proofs
  Ed25519-signed receipts + hash-chained runs + replay + drift diffs + Merkle proofs
  https://huggingface.co/spaces/RFTSystems/AuditPlane__LLM_Decision_Proofs

• ReplayProof — Agent POV Verified Replay
  Deterministic run bundles you can replay and verify anywhere
  https://huggingface.co/spaces/RFTSystems/ReplayProof__Agent_POV__Verified_Replay

• Agent Flight Recorder
  Hash-chained event logging across prompts, tools, outputs, and memory reads/writes
  https://huggingface.co/spaces/RFTSystems/Agent_Flight_Recorder

• RFT Memory Receipt Engine
  Generate and verify tamper-evident receipts for agent state/memory
  https://huggingface.co/spaces/RFTSystems/RFT_Memory_Receipt_Engine

• TimelineDiff — Differential Reproducibility
  Align two bundles and pinpoint the first divergence
  https://huggingface.co/spaces/RFTSystems/TimelineDiff__Differential_Reproducibility

• TrustStack Console
  Audit cockpit: inspect runs, compare state, trace what changed and why
  https://huggingface.co/spaces/RFTSystems/TrustStack_Console

• Coherent Compute Engine
  Verification-first benchmark with downloadable receipts
  https://huggingface.co/spaces/RFTSystems/Coherent_Compute_Engine

Principle

No receipts → no claims.