Why Logistics Ops Needs Micro Frontends
As one ops panel grows, deploy and ownership break. When does a shell-and-remote split become mandatory?
Logistics Articles
Posts about logistics
Feature Remote vs Standalone Deploy
Feature Remote vs Standalone Deploy — a production lesson from logistics operations platforms.
When to Keep a Monolith Beside MFE (Module Federation)
When to Keep a Monolith Beside MFE — a production lesson from logistics operations platforms.
Why Waiting Vehicles Need Geofence Truth
Saying a vehicle is 'waiting' is not a GPS pin. Without a circle boundary and operational state, the map lies.
Telemetry Feed vs Operational State
Telemetry Feed vs Operational State — a production lesson from logistics operations platforms.
Ignition, Wait Reasons, and Taxonomy
Ignition, Wait Reasons, and Taxonomy — a production lesson from logistics operations platforms.
Partner Capacity Is Not a CRUD (Create, Read, Update, Delete) Table
Modeling ferry partner capacity as insert-delete rows ignores ticket lifecycles and approval flows.
Ticket Lifecycle: Sold, Used, Canceled
Ticket Lifecycle: Sold, Used, Canceled — a production lesson from logistics operations platforms.
Companies, Vehicles, Drivers as Booking Context
Companies, Vehicles, Drivers as Booking Context — a production lesson from logistics operations platforms.
Discount Approval as a Workflow
Discount Approval as a Workflow — a production lesson from logistics operations platforms.
Invoices and Billing Periods Beside Tickets
Invoices and Billing Periods Beside Tickets — a production lesson from logistics operations platforms.
Why Ops Still Needs a Control Plane
As the MFE estate grows, broad surfaces like maps, CMS, and push admin can stay in a deliberate ops monolith / control plane.
Map-First Operations for Expeditions
Map-First Operations for Expeditions — a production lesson from logistics operations platforms.
CMS (Content Management System)-like Surfaces for Adverts and Documents
CMS-like Surfaces for Adverts and Documents — a production lesson from logistics operations platforms.
Warehouse, Stock, and Demand Views
Warehouse, Stock, and Demand Views — a production lesson from logistics operations platforms.
Why ERP (Enterprise Resource Planning) MySQL Is Not an Analytics Store
MySQL written by an internal ERP is operational truth — geographic analysis and wait hotspots need a cleansed analytics store.
Cleansing Operational Data into PostgreSQL
Cleansing Operational Data into PostgreSQL — a production lesson from an ABC Logistics backend/data platform.
PostGIS for Fleet and Yard Truth
PostGIS for Fleet and Yard Truth — a production lesson from an ABC Logistics backend/data platform.
MongoDB for High-Frequency Telemetry
MongoDB for High-Frequency Telemetry — a production lesson from an ABC Logistics backend/data platform.
Elasticsearch for Ops Search Across Entities
Elasticsearch for Ops Search Across Entities — a production lesson from an ABC Logistics backend/data platform.
Serving Clean Reads to Ops Frontends
Serving Clean Reads to Ops Frontends — a production lesson from an ABC Logistics backend/data platform.
Observing Lag Across Polyglot Stores
Observing Lag Across Polyglot Stores — a production lesson from an ABC Logistics backend/data platform.
From EDA (Exploratory Data Analysis) to Fleet Waiting Hotspots
Starting with EDA on location and wait histories, then productizing where vehicles wait most.
scikit-learn and PyTorch on Location Histories
scikit-learn and PyTorch on Location Histories — a production lesson from an ABC Logistics backend/data platform.
OSRM (Open Source Routing Machine) Shortest Path vs Driver Preferred Path
OSRM Shortest Path vs Driver Preferred Path — a production lesson from an ABC Logistics backend/data platform.
Measuring Fuel Waste and Km Extension
Measuring Fuel Waste and Km Extension — a production lesson from an ABC Logistics backend/data platform.
Quantifying Delay from Route Deviation
Quantifying Delay from Route Deviation — a production lesson from an ABC Logistics backend/data platform.
Foundation Models for Ops Narrative Insights
Foundation Models for Ops Narrative Insights — a production lesson from an ABC Logistics backend/data platform.
Wait Region Ranking as an ML (Machine Learning) Product
Wait Region Ranking as an ML Product — a production lesson from an ABC Logistics backend/data platform.
Serving Route Intelligence to the Map UI (User Interface)
Serving Route Intelligence to the Map UI — a production lesson from an ABC Logistics backend/data platform.
Evaluating Models Without Leaking PII (Personally Identifiable Information)
Evaluating Models Without Leaking PII — a production lesson from an ABC Logistics backend/data platform.
Django as the Ops Analysis API (Application Programming Interface) Layer
Python/Django serves PostGIS–Mongo–ES reads to MFEs and the control plane as safe JSON contracts.
API (Application Programming Interface) Boundaries for MFE (Module Federation) and Control Plane
API Boundaries for MFE and Control Plane — a production lesson from an ABC Logistics backend/data platform.
GitLab CE Pipelines to EC2 in a Closed Network
GitLab CE Pipelines to EC2 in a Closed Network — a production lesson from an ABC Logistics backend/data platform.
Immutable Artifacts and Rollback Discipline
Immutable Artifacts and Rollback Discipline — a production lesson from an ABC Logistics backend/data platform.
Continuous Penetration Testing in Delivery
Continuous Penetration Testing in Delivery — a production lesson from an ABC Logistics backend/data platform.
Correlating API (Application Programming Interface) Errors with Frontend Incidents
Correlating API Errors with Frontend Incidents — a production lesson from an ABC Logistics backend/data platform.
Production Readiness Checklist for Logistics APIs
Production Readiness Checklist for Logistics APIs — a production lesson from an ABC Logistics backend/data platform.