Thoughts and insights.

How we Used AI to Eliminate Our Field Data Entry Errors, From 27% to Zero
A practical story about integrating an LLM into a real field workflow — and watching the correction rate drop from 27% to zero in the first week after rollout.
TechnicalAIProductivityLLM+4

Future Work
A reflection on how AI is reshaping work, the evolution of business applications, and the potential for more conversational, decision-focused interactions in the workplace.
Non-TechnicalAIFuture of WorkBusiness+2

Ansible, GitHub Workflows, and Docker: Automating Deployment Pipelines
A guide to integrating Ansible, GitHub Actions workflows, and Docker to create robust, automated deployment pipelines for modern applications.
TechnicalAnsibleGitHub ActionsDocker+3