Our coding agent stopped three times on one task. Here's every question it asked.On 22 October 2026 a coding agent picked up a task in DynoInvoice: counterparty master data for the master-data service. Resolve a buyer or seller named on an invoice, record where its identifiers cam11d ago · 6 min readdynokore.hashnode.dev
We changed a core rule two weeks in. No service had to be rewritten.On 12 October 2026, two weeks into building DynoInvoice, the owner sent one line: "The system must access the database in one unified way." At that moment, 29 production files in six shared library mo1d ago · 5 min readdynokore.hashnode.dev
We added a gate to catch tests that never runYour pipeline is green. Did every test actually run? In October 2026, a DynoInvoice merge request passed two green pipelines even though 16 of its 17 negative tests had been skipped. The fix took more1d ago · 4 min readdynokore.hashnode.dev
We're building an invoicing system with AI agents, in publicDynoInvoice is an e-invoicing and GST compliance platform for Singapore, and AI coding agents are writing it. Its source is now on GitHub at github.com/dynokore/DynoInvoice. The mirror syncs every houOct 24 · 8 min readdynokore.hashnode.dev
From vibe coding to governed developmentIn 1957, John Backus and his team at IBM presented a paper called The FORTRAN Automatic Coding System. The promise was in the name: you would describe the computation, and the machine would do the proOct 23 · 6 min readdynokore.hashnode.dev
