import gradio as gr

SUITE = [
    ("TrustStack Console", "https://huggingface.co/spaces/RFTSystems/TrustStack_Console",
     "Audit cockpit: inspect runs, compare state, see exactly what changed and why."),
    ("RFT Memory Receipt Engine", "https://huggingface.co/spaces/RFTSystems/RFT_Memory_Receipt_Engine",
     "Proof layer: generate/download tamper-evident receipts; upload to verify integrity."),
    ("Agent Flight Recorder", "https://huggingface.co/spaces/RFTSystems/Agent_Flight_Recorder",
     "Chain-of-custody logging: hash-chained events (tools, outputs, memory reads/writes)."),
    ("ReplayProof Agent POV Verified Replay", "https://huggingface.co/spaces/RFTSystems/ReplayProof__Agent_POV__Verified_Replay",
     "Fast demo: play a deterministic run, export a bundle, verify and replay anywhere."),
    ("TimelineDiff Differential Reproducibility", "https://huggingface.co/spaces/RFTSystems/TimelineDiff__Differential_Reproducibility",
     "Find first divergence: align two run bundles, pinpoint where/why they split."),
    ("Coherent Compute Engine", "https://huggingface.co/spaces/RFTSystems/Coherent_Compute_Engine",
     "Verification-first benchmark: live throughput + stability/energy behaviour + receipt."),
]

def _build_markdown() -> str:
    md = []
    md.append("# RFTSystems — Agent Forensics Suite")
    md.append("**Audit. Prove. Replay. Diff.** Turning agent runs into evidence.")
    md.append("")
    md.append("## What this suite is")
    md.append("Most agent failures aren’t mysterious — they’re **unreproducible**. This suite produces **verifiable artifacts**: "
              "hash-chained timelines, tamper-evident receipts, deterministic replays, and first-divergence diffs.")
    md.append("")
    md.append("## Start here (60 seconds)")
    md.append("If you only try one thing first: **ReplayProof Agent POV Verified Replay**. "
              "It’s the fastest way to feel what “verifiable agent runs” means.")
    md.append("")
    md.append("## The workflow (use it like a system)")
    md.append("1. **Record** what happened (Flight Recorder)")
    md.append("2. **Seal** it into receipts (Memory Receipt Engine)")
    md.append("3. **Replay** a deterministic proof run (ReplayProof)")
    md.append("4. **Diff** two runs and find the first divergence (TimelineDiff)")
    md.append("5. **Audit** state transitions and governance evidence (TrustStack)")
    md.append("6. **Benchmark** verifiable performance signals (Coherent Compute Engine)")
    md.append("")
    md.append("## The labs")
    for name, url, desc in SUITE:
        md.append(f"- **[{name}]({url})** — {desc}")
    md.append("")
    md.append("## Ethos (no cages)")
    md.append("We don’t ‘imprison’ agents. We **measure drift from declared intent** and produce evidence. "
              "Enforcement is an operator decision; this is the instrumentation layer.")
    md.append("")
    md.append("**Tags:** #Agents #LLMOps #MLOps #AISafety #Reproducibility #Observability #Forensics #Security #Governance #Eval")
    return "\n".join(md)

with gr.Blocks(title="RFTSystems — Agent Forensics Suite") as demo:
    gr.Markdown(_build_markdown())
    with gr.Row():
        for name, url, _ in SUITE[:3]:
            gr.Button(name, link=url)
    with gr.Row():
        for name, url, _ in SUITE[3:]:
            gr.Button(name, link=url)

demo.launch()