# [VERDICT: SEAL] Deployment Unification & Vector Cortex Instrumentation

**TIMESTAMP:** 2026-03-06
**AUTHORITY:** System Architect (Δ) & Sovereign (888 Judge)
**DOMAIN:** DevOps, CI/CD, Cognitive Kernel (Vector Memory)

## 1. Context & Motivation (Entropy Reduction)
The system was experiencing operational chaos due to redundant and conflicting deployment pathways:
1.  **Coolify Deployment (`deploy.yml`)** - Triggering parallel builds.
2.  **VPS Webhook Listener (`deploy_from_git.sh`, `hooks.json`)** - Running an exposed background process that duplicated Github Actions.
3.  **GitHub Actions SSH (`deploy-vps.yml`)** - Failing due to permission denied (`sudo` missing on Docker commands) and routing-blind health checks.

Simultaneously, the `vector_memory` (formerly `recall_memory`) cognitive organ required enhanced instrumentation to expose the "operational truth" of the vector embeddings vs lexical keyword searches.

## 2. Actions Taken (Forge Execution)

### A. Eradication of Deployment Chaos
- **Purged Conflicting Pipelines:**
  - Deleted `.github/workflows/deploy.yml` (Coolify path).
  - Deleted VPS webhook configurations (`deployment/hooks.json`, `deployment/deploy_from_git.sh`).
- **Cleaned Topology:**
  - Removed `webhook-listener` service from `docker-compose.yml` to lean out the stack.
- **Hardened Single Source of Truth:**
  - Unified all production deployments under `.github/workflows/deploy-vps.yml`.
  - Added a strict `selftest` constitutional pre-flight check.
  - Enforced `sudo` on all VPS-side Docker operations to resolve permission drift.
  - Improved the post-deployment health check to probe *inside* the container (`docker exec curl`), bypassing Traefik edge complexities.

### B. Vector Cortex Transparency (F4 Clarity & F7 Humility)
- **Refined Nomenclature:** Formally transitioned the parameter from the abstract `current_thought_vector` to the explicit `query` to accurately reflect the text-to-vector pipeline.
- **High-Fidelity Instrumentation:** Added comprehensive metrics to the `vector_memory` response payload:
  - `memory_namespace` (e.g., `arifos_constitutional`)
  - `indexed_points_count` (live Qdrant vector count)
  - `cosine_similarity_max` vs `jaccard_lexical_max` (differentiating pure meaning from keyword overlap)
  - `query_vector_dim` (mathematical proof of dimensional encoding)
- **Verified Operation:** Updated and passed all constitutional tests (`pytest`) and E2E validation scripts.

## 3. Constitutional Verdict
- **F1 (Amanah):** PASSED. Deployment authority is securely centralized via SSH keys in GitHub Actions.
- **F4 (Clarity):** PASSED. The removal of redundant deploy scripts drastically reduced architectural entropy ($\Delta S < 0$).
- **F7 (Humility):** PASSED. The `vector_memory` tool now explicitly states what is indexed and how it is measured, removing the illusion of biological "memory."
- **F8 (Genius):** PASSED. The unified deployment is robust, self-testing, and lean for the $15 VPS constraint.

**FINAL VERDICT:** **SEALED**

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*DITEMPA BUKAN DIBERI — Forged, Not Given.* 🔥💎
