Production-grade automation engines, self-hosted infrastructure, and autonomous AI systems battle-tested under real operational load.
Comprehensive architectural breakdowns of high-throughput production systems, featuring custom microservice architectures, fault-tolerant failovers, and verified business outcomes.
Scaling multi-store order processing and dynamic voucher delivery without expanding headcount.
Challenge: Manual order entry and stock checks created severe bottlenecks during high-volume spikes, requiring large operational teams and causing order fulfillment delays.
Solution: A background, event-driven engine that receives marketplace webhooks, verifies stock and date availability in real-time, delivers dynamic digital products, and synchronizes central database states.
Results: Processed 40,000+ orders autonomously in its first year, reduced manual admin workload by 75%, and allowed a lean 2–6 person team to run high-volume operations with zero lost events.
Conversational WhatsApp intake combined with automated early-morning leadership intelligence briefing.
Challenge: Decentralized field teams led to erratic clock-out submissions, missing progress logs, and low compliance on complex, paid HR SaaS software.
Solution: Deployed a conversational intake AI via WhatsApp (WAHA + self-hosted n8n + Supabase) that conducts natural interviews, validates task completion, and synthesizes structured daily leadership intelligence briefs at 06:00 AM.
Results: Reached 99% daily reporting compliance, replaced recurring per-seat SaaS costs completely ($0 subscription overhead), and enabled interactive KPI queries for executives.
Autonomous n8n cluster on private Docker infrastructure: 25,000+ weekly verified executions, 99.9%+ reliability, and zero per-task platform fees.
Challenge: Commercial multi-tenant automation platforms impose steep per-task execution fees ($500–$2,000+/mo), rate-limit webhook spikes during promotions, and introduce data governance liabilities.
Solution: Engineered a containerized, self-hosted n8n infrastructure on dedicated Linux Docker hosts protected by Cloudflare Zero Trust Tunnels (zero open inbound ports). Configured with Redis Bull Queue mode for hardware-governed concurrency, full CLI command execution, automated database vacuuming, and 48-hour execution log pruning.
Results: Processed 25,000+ weekly live production runs (~100,000+ monthly executions) across 40+ continuous workflows with verified 99.9%+ reliability, an average runtime of ~2s, and completely eliminated recurring per-task platform fees.
Explore our complete directory of 30+ production automations, self-hosted microservices, active-passive failover routines, and interactive sandbox prototypes.
n8n (Self-Hosted) · WAHA (WhatsApp API) · Payment Gateway (Midtrans/QRIS) · Supabase · AI Agents
An end-to-end conversational commerce engine converting WhatsApp into a full self-checkout storefront. Autonomously handles customer inquiries, verifies dynamic payment settlements via Payment Gateway webhooks, and dispatches instant fulfillment orders without human intervention.
n8n (Self-Hosted) · AI Agents · Supabase · Multi-Channel Dispatch
A multi-channel autonomous executive briefing agent that analyzes daily team task completion, detects cross-departmental operational bottlenecks, and delivers synthesized morning intelligence directly to founders and leadership.
FastAPI · LangGraph · Supabase · Python · Webhooks
A production-grade, headless AI API integrating a LangGraph Planner Agent with Supabase Vector DB for long-term memory. It features an automated Reflection Engine to orchestrate goals and tasks in real-time, providing endpoints for authentication, conversations, chats, user profiles, goals, and task management ready to serve Web, Mobile, or n8n clients.
Python · LangChain · LangGraph · JSON
A command-line AI Agent designed to help users achieve complex goals. Utilizing a stateful LangGraph state machine and a local JSON database, it retains user profile memory across sessions to build and adapt highly personalized execution plans. Installable via pip for instant terminal integration.
Python · Docker · Supabase · APIs · Spreadsheets
An event-driven transaction processing engine deployed to automate high-volume operations during staff downsizing. It automated 40,000+ transactions in its first year, cut manual admin workload by 75%, and is designed to be fully adaptable for high-speed lead routing and multi-channel CRM sync.
Read Technical Case Study âž”
AI Agents · Marketplace APIs · Webhooks · n8n
An autonomous customer support AI responder running 24/7 across multiple storefronts. Instantly answers customer inquiries outside standard business hours, preventing order cancellations and protecting store conversion rates.
Langfuse (Self-Hosted) · Docker · PostgreSQL · OpenTelemetry · LLM Tracing
A private, self-hosted LLM observability stack deployed on private infrastructure. Traces every AI agent prompt, monitors per-session token expenses, and evaluates output latency and accuracy with 100% data sovereignty.
n8n (Self-Hosted) · WAHA (WhatsApp API) · AI Agents · Google Sheets
An automated conversational intake agent via WhatsApp. It processes natural language inputs, validates data in real-time, and updates databases autonomously. This reusable engine is highly adaptable for customer support routing and automated lead intake.
Read Technical Case Study ➔Python · Docker · Upstash Redis · Cloudflare Workers · FastAPI
A zero-cost, split-brain immune active-passive failover system. Eliminates race conditions and duplicate order processing for mission-critical e-commerce engines and background queue services (Python / n8n) with >99.9% verified uptime and zero Kubernetes overhead.
Read Technical Case Study âž”
n8n · Cloudflare API · Docker · SSH
A zero-cost, resource-light alternative to Kubernetes. Dynamically manages stateful Docker containers via SSH and Cloudflare APIs, supporting single-domain workflows while preventing data duplication.
n8n · Cloudflare API · Docker · Webhooks
Lightweight failover for stateless webhooks on a single domain. Concurrently routes traffic to active containers using n8n and Cloudflare APIs without complex Docker Swarm clustering overhead.
n8n · Cloudflare API · Docker · Databases
Low-cost active-active database ingestion running parallel containers. Dynamically shifts DNS traffic and manages ingestion states without resource-heavy clustering requirements.
n8n · Supabase · Looker Studio · SQL · Spreadsheet
A centralized database and automated pipeline infrastructure aggregating multi-source transaction and operational events. This serves as a single source of truth for both live BI analytics and the context-aware memory layer for automated AI workflows, eliminating manual daily reporting and establishing a query-ready backend for agentic routines.
Python · REST APIs · Docker · Cron Schedulers · Webhooks
An automated background service keeping marketplace API authentication tokens permanently refreshed across 4 stores every 4 hours. Prevents session expiration and ensures zero fulfillment dropouts during peak multi-store transaction volume.
n8n · Python · Termux · TTS · WA Groups · Email
Protects revenue and customer satisfaction by instantly alerting staff (Voice + Text) about stockouts, expired products, and deleted listings.
Python · Flask · REST APIs · Supabase
A high-volume automated scheduling application. In its first year, it generated 95,000+ virtual training and webinar sessions across multiple hosts, checked for duplicate meetings on identical dates, and managed passcodes and join links in a central database to eliminate scheduling conflicts.
n8n · AI Agents · Sheets API · WAHA (WhatsApp API)
Parses unstructured order text from WhatsApp messages and inserts clean, structured data into fulfillment spreadsheets, eliminating entry errors.
HTML/CSS · JavaScript · APIs · Database Sync
A public-facing web application running 24/7. In its first year, it processed 53,000+ successful redemptions and opened an entirely new revenue stream by facilitating 1,300+ direct web transactions. Acts as the final step of the order automation loop.
Apify · n8n · Google Workspaces
Scalable data acquisition infrastructure executing 1000+ ingestion jobs per run. Orchestrates multi-source data collection and automated cleaning pipelines.
n8n · Supabase · Email · WAHA · Telegram
Event-driven document compiler that bundles active canvas nodes, connects database context, compiles custom report blueprints, and dispatches them via Email, WA, or Telegram.
Test Live Dispatch ➔Vapi · Telnyx SIP · AI Agents · n8n · Airtable
An interactive voice agent capable of holding natural, real-time phone conversations with low latency and low costs. Fully integrated with n8n to process caller data, automatically collect leads, and analyze lead quality.
Twilio · AI Agents · n8n
Voice AI capable of holding natural phone conversations, routing calls, and handling inquiries without human intervention.
n8n · AI Agents · Gemini · Agentic AI
Multi-intent conversational assistant that routes employee requests across IT, HR, and reporting workflows. Identifies intent and dispatches tasks autonomously.
n8n · Google Drive · Gemini · Vector DB
Autonomous IT support agent with a self-managing RAG knowledge base. Auto-embeds documents on Drive upload and auto-purges vectors on file deletion.
Next.js · n8n · Supabase · LLMs
Conversational AI consultant designed to analyze business process bottlenecks and automatically recommend integration paths. Dynamically maps workflows on a live canvas in real-time.
Test Live Chatbot âž”
Vapi · LLMs · n8n · Supabase
Low-latency voice agent capable of holding natural, real-time phone conversations. Fully connected to background webhooks to analyze the conversation and recommend workflows on a live canvas.
Test Live Voice Call ➔I design, build, and deploy production automation systems in weeks, not months. Direct engineer collaboration, no agency overhead.