Notes from the workshop
What we're thinking about, what we're building, and what we're reading — notes on AI-native engineering, product work, and shipping software that lasts.
Supply Chain Planning Software: How It's Built
Supply chain planning software decides what to make, buy, and stock before anything moves. Here's the planning hierarchy, the forecasting and inventory-optimization engines, the data model, and what it takes to build.
IT Staff Augmentation & Dedicated Team Rates in Europe: 2026 Benchmark
A data-driven 2026 benchmark of IT staff augmentation and dedicated team rates across Europe. Real pricing ranges across Baltics, CEE, and Western Europe, stack premiums, and the impact of AI-assisted engineering velocity.
Order Management System: How It's Built
An order management system orchestrates an order from any channel to delivery. Here's the core services, the inventory and ATP logic, distributed order management, the EDI integrations, and what it takes to build.
Last-Mile Delivery Software: Build, Buy, or Outgrow
The last mile is the final leg from depot to door, and the costliest per mile. This article covers what last-mile delivery software actually does, when an off-the-shelf platform is the right call, and when the economics push you toward building your own.
Fleet Management Software: How It's Built
Fleet management software turns vehicle telematics into operational control. Here's the data pipeline from CAN bus to dashboard, the ELD compliance layer, the maintenance and driver modules, and what it takes to build.
3PL Software: Multi-Tenant Architecture and Billing
3PL software is a multi-client warehouse platform with billing and client portals on top. Here's the multi-tenant architecture, the 3PL billing engine, the integrations, and what it takes to build.
Logistics Management Software: How It's Built
Logistics management software is the platform that runs goods from order to delivery. Here's how TMS, WMS and OMS modules fit one system, the data model, the EDI and telematics integrations, and what it takes to build.
Real Estate Transaction Management Software: The Build
Real estate transaction management software runs the deal from offer to close. Here is the transaction data model, why e-signatures are legally binding, how the compliance audit trail and critical-dates engine work, how commission splits compute, and when to build.
Real Estate Tokenization: How It Works, Step by Step
Real estate tokenization converts property into on-chain tokens via an SPV, enabling fractional investing with lower minimum tickets. How the legal wrapper, token contracts, KYC, primary raise, distributions, and secondary market work, and where the limits are.
Real Estate Investment Software: Underwriting, Waterfalls
Real estate investment software is an underwriting engine and an investor-management system. Here is how the pro-forma model computes returns, the deal and scenario data model, how the equity waterfall and capital calls work, what the LP portal carries, and when to build.
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