Not configured looks exactly like no problem at all
Building a CDD x ARXML diagnostic consistency checker: eight checks skipped themselves in silence while the report still read like a complete review, how the hardware acceptance filter decides which of the two files is wrong, and why a template default must never be treated as configuration.
Three paths for one CAN frame
Reading a PuHua AutoSAR CP build from Com_SendSignal down to FlexCAN_Ip_Send: why SendSignal does not send the frame, why transmit confirmation is not part of the send call chain, and how one PduR boolean decides whether the loop closes.
AI search engines could not see me
A GEO audit of my own blog and GitHub repository: the English half did not exist as far as a crawler was concerned, structured data scored 12 because there was none, s-maxage is only advice on Workers, and fixing a real bug moved the score by zero. Plus why the last 17 points cannot be coded.
105 errors. 99 of them were not real.
Building an ARXML x DBC consistency checker for an AI agent: a bit-geometry formula pointed the wrong way, a whole-network matrix produced 99 false errors, an empty DBC reported zero errors, and a fresh session found the doc bugs.
Designing an engineering-grade skill for an AI agent
A full design walkthrough of an AUTOSAR DBC audit skill: where the model/code boundary sits, what shape a skill takes, and how to make every claim verifiable. Includes a five-step method you can reuse.