Update README.md

README.md

@@ -1,51 +1,50 @@
-# FinC2E Dual-Metrics Runtime (Preview)
-
-A lightweight runtime image that demonstrates **Dual Metrics**:
-- **Runtime / model-side metrics** (startup + adapter pull timing, health)
-- **Decision-system readiness hooks** (structured trace foundations)
-
-This container pulls the **private FinC2E adapter** at startup (token required).
-
-## Pull & Run
-
-```bash
-docker pull registry.huggingface.co/MightHubHumAI/FinC2E_DualMetrics_Runtime:latest
+---
+license: apache-2.0
+library_name: docker
+tags:
+  - finc2e
+  - humai
+  - governance
+  - mlops
+  - decision-intelligence
+  - dual-metrics
+  - docker
+  - runtime
+  - might-hub
+---
 
-docker run --rm \
-  -e HF_TOKEN=YOUR_HF_TOKEN \
-  -e ADAPTER_REPO=MightHubHumAI/FinC2E_Llama33_70B_Adapter \
-  -p 8000:8000 \
-  registry.huggingface.co/MightHubHumAI/FinC2E_DualMetrics_Runtime:latest
+# FinC2E Dual-Metrics Runtime (Preview) — v1.0.0
 
-## 3) LinkedIn objava (EN) – “Logical Continuation Launch”
-Evo gotove objave (sa završnom rečenicom o kvantnoj primjeni + link na FinC2E repo dan prije prodaje). Ne stavljam raw URL ovdje; stavi link kao običan LinkedIn hyperlink ili “Hugging Face: MightHubHumAI/FinC2E”.  
+A lightweight, **container-first** runtime for FinC2E that demonstrates **Dual Metrics**:
 
-**Suggested headline + body:**
+1) **Runtime / System metrics**  
+Health + structured telemetry, including adapter pull timing.
 
-**FinC2E — Dual-Metrics Runtime (Preview) is live.**  
-Today we pushed a new container image that introduces a second measurement axis for AI systems:
+2) **Decision-system readiness**  
+Foundations for audit-friendly execution (governance-ready trace hooks).
 
-- **Runtime / model metrics**: health + startup telemetry + adapter pull timing  
-- **Decision-system readiness**: the foundation for audit-friendly decision traces and governance-grade deployment
+This runtime is designed to work alongside **FinC2E-Governance (Space)** and to progress in a shared **HF → NGC** release flow.
 
-This is the “logical continuation” of FinC2E-Governance: not just evaluating models, but evaluating **how a system behaves when it has to act**.
+---
 
-**Preview runtime:** `FinC2E_DualMetrics_Runtime`  
-**Gated adapter:** pulled securely at startup via HF token.
+## Repositories (HF)
+- **Runtime (this repo):** `MightHubHumAI/FinC2E_DualMetrics_Runtime`  
+- **Adapter (private):** `MightHubHumAI/FinC2E_Llama33_70B_Adapter`  
+- **Model preview:** `MightHubHumAI/FinC2E`  
+- **Governance Space:** `FinC2E-Governance` / `HumAI FinC2E HQ`
 
-As we approach release, the same dual-metrics philosophy extends beyond finance: **quantum-style optimization patterns (search, routing, scheduling, portfolio/logistics constraints) are broadly applicable across industries**—from RegTech and banking to supply chains, healthcare operations, energy, and defense-grade infrastructure.
+---
 
-➡️ **FinC2E model preview on Hugging Face:** *MightHubHumAI/FinC2E*  
+## Image Tags
+- Stable (immutable): `1.0.0`
+- Moving: `latest`
 
-#AI #RegTech #MLOps #Governance #NVIDIA #FinTech #DecisionIntelligence
+Recommended for production-like tests: **use `1.0.0`**.
 
 ---
 
-## 4) Šta je naredni “upgrade” image (da bude Galaxy-ready)
-Kad god hoćeš, sljedeći image radimo ovako:
-- dodamo `/trace` endpoint (JSONL decision trace)
-- dodamo minimalni `/chat` endpoint (još bez vLLM ako želiš brzo)
-- ili odmah vLLM/TGI serving (ako želiš pravi inference)
+## Pull & Run
 
-Samo mi reci: hoćeš li sljedeći image da bude **(A) Trace-first** ili **(B) Inference-first**?
-::contentReference[oaicite:0]{index=0}
+### 1) Pull
+```bash
+docker pull registry.huggingface.co/MightHubHumAI/FinC2E_DualMetrics_Runtime:1.0.0