The Workstation Blog

Python

Posts tagged Python.

All AI DevOps Kubernetes Backend LLM Database AI Agents Tech

2026-05-16

Polyglot Benchmarks: Choosing the Right Tool for the Right Job

Stop default-stack bias. Polyglot Benchmarks compares njs, Lua, Python, Go, Rust, and Bun on the same workloads — reproducible harness + live dashboard for architecture decisions.

Balinder WaliaRead

2026-05-16

Building a VAT Return System with Claude Code from Your Invoices and Expenses Database

I rebuilt my quarterly UK VAT return as a Claude Code project: read invoices + expenses from Postgres, classify each line by VAT treatment, compute HMRC Box 1 to 9 with a deterministic Python engine, dry-run, then submit to MTD with a human approval gate.

Balinder WaliaRead

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