The Thinking
Notes from the build
What I learn building systems businesses actually run on — operational problems, architecture decisions, and build logs from live deployments.
Observations
Why Spreadsheets are the Secret Bottleneck in $50M Companies
Many high-revenue firms run their inventory and scheduling on brittle spreadsheets. Here is the operational impact and how to structure a database-backed alternative.
6 min readRead Article →
Framework
Designing Fail-Safe AI Agents for ERP Workflows
Operational systems cannot afford hallucinations. This blueprint shows how to wrap LLM integrations with hard-coded schemas and validation layers.
8 min readRead Article →
Build Log
Automating Financial Reconciliation: A Case Study
How we reduced end-of-month bank reconciliation time from 3 full workdays to an automated 12-minute script for an international trading entity.
5 min readRead Article →