This article explores why governance becomes more important as software engineering becomes increasingly automated. It describes the evolution from human-centric development to AI-assisted and agentic engineering, where AI systems no longer only generate code but increasingly participate in engineering decisions. The main argument is that faster software creation does not automatically lead to better software. As AI accelerates implementation, accountability, traceability, reviewability, and human approval become more important. Effective governance allows organizations to use AI capabilities without losing human responsibility. It helps make AI-assisted software engineering more transparent, more reviewable, and more trustworthy.
A Bash Cheat Sheet: Adding a Model to Local watsonx Orchestrate
The this post describes a Bash automation script for setting up the IBM watsonx Orchestrate Development Edition. The script automates tasks like resetting the environment, starting the server, and configuring credentials, allowing for a more efficient workflow. It addresses common setup issues, ensuring a repeatable and successful process.
Avoid the DCO error for your pull requests in a GitHub repository fork
The content provides a solution for resolving the 'DCO is missing' error encountered when forking a GitHub project. It outlines steps to amend commits with sign-off, including adding a commit-msg hook script. Successfully following these instructions helps ensure that your pull request functions correctly.
Unleash your creativity and design a custom visualization for the Shelly 3EM device with Grafana
The blog post details an example implementation of a connection server using Shelly 3EM, IBM Cloud Cloudant, and Grafana. It aims to store historical data for visualizing electricity consumption. The project involves detailed architecture, environment setup, Python, FastAPI, Podman, and more usage. The setup covers Raspberry Pi, Podman Compose, and IBM Cloud Code Engine environments, with prerequisites and detailed configurations. The approach allows users to monitor and visualize power consumption efficiently and cost-effectively using Grafana.
Operations and Developers side by side @“Continuous Lifecycle” and “Container Conf”
Niklas Heidloff and I attended the combined software development conference for “Continuous Lifecycle”and “Container Conf” in Mannheim Rosengarten on 14.11. and 15.11.2018. The conference was sold out and had more than 700 attendees. This was a great place where developer and operation experts exchanged different perspectives. The talks at the conference were about Micro Services, Docker, Serverless,... Continue Reading →
