| --- |
| 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. |
