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hecateq/README.md

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Deterministic AI Agent Workflows  —  Developer Tooling  —  Private Systems


🌐 hecateq.com

Hecateq — Deterministic AI Agent Workflows

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Senior software engineer and product builder — I architect scalable cloud-native systems, deterministic AI agent orchestrations, high-performance mobile applications, immersive 3D web experiences, and event-driven automation pipelines. Most of my work lives in private repositories — the engineering direction is outlined below.



⚡ What I Build

🤖 Agent Infrastructure

  • Custom agent routing & delegation engines
  • Scan-first workspace AST & dependency analysis
  • Memory-bank & semantic context synchronization
  • Deterministic resolver logic with zero-fake fallbacks

📦 Product Systems

  • High-performance, multi-tenant SaaS dashboards
  • Real-time 3D web configurators & interactive UI
  • Scalable backend APIs & secure API gateways
  • Local database synchronization & state validation

📱 Mobile & Game Systems

  • Cross-platform apps (Flutter & React Native)
  • Offline-first cache & native gesture layouts
  • Game state machines & logic systems
  • Real-time multiplayer synchronization & leaderboards

⚙️ Automation Pipelines

  • Event-driven automation using n8n & Python
  • Sharded background tasks & webhook-driven schedules
  • Real-time message brokers & task queues
  • Administrative toil reduction & log telemetry

🧠 AI Systems

  • Semantic vector databases (Pinecone, ChromaDB)
  • LLM prompt chaining & context management
  • Structured JSON schema enforcement
  • Consensual AI decision core engines

🛡️ Infrastructure & DevOps

  • Containerized hosting (Docker, Kubernetes)
  • Automated deployment & orchestration (Coolify)
  • Secure reverse proxies & self-hosted web gateways
  • Automatic encrypted database backups

🔬 Public Research Direction

Independent custom fork based on oh-my-openagent — my primary implementation ground for safer, deterministic agent orchestration.


Principle Description
01 Scan-First Execution Full workspace AST & dependency analysis before any code mutation
02 Deterministic Routing Task delegation driven by explicit dependency trees, not loose prompts
03 No Fake Fallbacks Explicit halt & report on failure — no silent errors, no mock success
04 Dependency-Aware Scheduling Sub-agents scheduled in correct dependency order
05 Structured Reporting Machine-readable post-execution logs fed back to project memory

🛡️ Private Engineering

Most of my production work is private. Below is a breakdown of active engineering domains.

 📱 Private Product Systems  — mobile, backend, economy
  • Multilingual mobile applications (Flutter & React Native) with offline-first synchronization and native gesture mechanics
  • State-machine-driven economy systems, interactive game mechanics, leaderboards & admin panels
  • Scalable backend architectures with real-time telemetry integration
  • Cross-platform deployment pipelines with automated test coverage
 🔧 Client & Business Automation  — dashboards, workflows, AI ops
  • Internal operational dashboards & process optimization tools to reduce operational toil
  • Event-driven automation using n8n workflows and custom Python scripts
  • Webhook-driven scheduling, automated report generation & delivery pipelines
  • AI-assisted workflow orchestrators for complex business logic
 🌐 3D & Interactive Web Systems  — configurators, pricing, real-time UI
  • Procedural 3D product configurators built with React & Three.js
  • Real-time dimension input, live pricing engine & cart snapshot logic
  • Server-side state validation and strict schema enforcement

🧠 Engineering Principles

Principle Rule
🔍 Scan before changing Understand the full codebase before touching a single file
🚫 No fake fallbacks Fail explicitly — mock success is worse than honest failure
Verify before completion Lint, typecheck, test — then claim done
🧩 Context drives decisions Active workspace memory shapes every autonomous step
🔗 Dependency-aware execution Never run a task before its dependencies are settled
📋 Explicit reporting Every run produces a structured log: what changed, what failed, why

🛠️ Stack

Languages & Runtimes

TypeScript Node.js Go Rust Python Dart Bash

Frameworks & UI

React Next.js Flutter Three.js Tailwind CSS shadcn/ui Zustand

Data & Infrastructure

PostgreSQL MongoDB Prisma Firebase Docker Kubernetes Coolify Pinecone n8n GitHub Actions


🐍 Contribution Activity

Note: Most of my contributions are made to private repositories — client work, proprietary products, and internal tooling. The graph below reflects only public activity.

Contribution snake

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@hecateq  ·  hecateq.com  ·  AI Agent Orchestration  ·  Developer Tooling  ·  Full-Stack Systems

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  1. hecateq hecateq Public

  2. hecateq-openagent hecateq-openagent Public

    A custom fork of oh-my-openagent focused on advanced agent routing, workflow safety, and project-aware automation.

    TypeScript 2