🧠 Signal Stack
Where systems are imagined and built.
Part playground, part lab — this is where I test product principles, ethical frameworks, and architectural clarity across both speculative and shipped systems.
🏗️ System Blueprints
Not every system exists. But the ones that should, deserve real design.
Fictional but feasible — these are fully mapped product ideas exploring unbuilt possibilities. Each one is built with real-world thinking: from lifecycle to dilemmas.
🧠 Neuralic
🧠 Neuralic AI Governance & Reasoning Platform
Modules & Roles
| Module | Layer | Role |
|---|---|---|
| Neuralic.Core | Governance Fabric | Logging, tracing, and policy enforcement across AI workflows. |
| Neuralic.Trace | Decision Chain Tracing | Shows how every AI outcome was produced across multi-agent chains. |
| Neuralic.Orbit | System Integrations | Connector layer for ERP, CRM, APIs, Slack, Notion, etc. |
| Neuralic.Xplain | AI Explainability | LLM and model output introspection — SHAP, COT, rationales. |
| Neuralic.Engine | Cognitive Core | The central decision brain — LLMs, retrieval, inference pipelines. |
| Neuralic.Memory | Vector Recall | Persona memory, embeddings, and contextual history management. |
| Neuralic.Rules | Reasoning Layer | Guardrails, constraints, logic tree evaluations, custom rule handling. |
Brand Architecture
- Name: Neuralic
- Tagline Options:
- “Where AI thinks with reason — and proves it.”
- “Intelligent. Explainable. Enterprise AI governance.”
- “The cognitive control system for enterprise AI.”
Benefits
| Advantage | Result |
|---|---|
| 🔄 Single Brand Focus | Easier to market, protect, and scale — Neuralic becomes a powerful enterprise name. |
| 🧠 Cognitive Branding | Reinforces the idea of explainable, responsible, and intelligent AI. |
| 🧱 Modular Scalability | Each module feels like a product — ready for SaaS packaging or cloud APIs. |
| 🧩 Plug-and-Play Interoperability | All modules are tightly coupled under a shared system but independently usable. |
Repo Map
- neuralic-core – Central orchestration, configuration, user/session management, audit bus, and common service registry.
- neuralic-trace – Logs, explains, and visualizes decision chains from LLM or multi-agent systems.
- neuralic-xplain – Hosts LLM explainability models: SHAP, CoT, rationale extraction.
- neuralic-orbit – Connector service for ERP, Slack, Notion, CRM – powered by plug-in adapters.
- neuralic-engine – The LLM brain, embedding workflows, decision logic; ties in AI inference pipeline.
- neuralic-memory – Vector store management, persona embedding recall, semantic graph memory.
- neuralic-rules – Governance rule engine – define, validate, and enforce AI behavior contracts.
neuralic-core – Central Governance Orchestrator
- Features: Service registry, global auth, role-based policy execution engine, Pub/Sub decision tracking, audit log collector.
- Technologies: Golang or Node.js, PostgreSQL or Redis, gRPC/REST, OpenTelemetry, JWT.
- Modules:
service-manager/,auth/,audit-collector/,config-center/. - API Overview:
POST /register,GET /status,POST /decision-logetc.
Our Learning Journey
As we build each repo, we’ll explore core architectural patterns, API gateway vs service mesh, interpretable AI logic, vector DB design, plugin adapters, LLM inference pipelines, rule graph models, and observability.
🪙 Operary
A minimal trust layer for verifiable work.
Problem: Most small online work is unverifiable, invisible, or untracked.
Solution: Operary is an open API + UI for programmable task assignments and immutable proof-of-work receipts.
Stack: Go, Postgres, Hedera, Cloudflare Workers
→ View Code →
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🧭 ChronoLedger
A programmable ledger for time-based trust — where value unlocks or decays based on verified timelines.
Use Cases:
- Energy credits that expire
- Grief grants that fade gradually
- Probation periods on social platforms
- Amnesty zones in civic governance
Lifecycle Summary:
- Stack: Solidity + Hedera
- GTM: ESG dashboards + municipal partners
- Frameworks: RACI, PRD, EOL
- Challenge: Oracles, TTL misalignment → Full Lifecycle
🔐 TrustBridge
Blockchain-backed proofs for secure enterprise data transfer.
→ Focus: Verifiability, audit logging, zero-trust infra.
🌸 Kaya
An AI grief journal built for emotional safety.
→ Focus: LLM guardrails, memory layering, tone calibration.
🚦 CityFlow
Smart city command center for emergency coordination.
→ Focus: UX for dispatch logic, multi-agency collaboration.
♻️ LoopList
QR-based circular economy tracker.
→ Focus: Product traceability, behavioral nudges, impact loops.