5 posts tagged AI
A new design draft and a fresh requirements list arrived mid-build. How I triaged them against priority, deferred the integration-heavy features without stalling, kept the plan doc as the source of truth, and decided the schema was finally stable enough to stand up the database.
A form sends a URL. The bot decides whether the page lives in a repo it can change, and if so it triggers a CI workflow where an AI coding agent makes a fixed, repetitive edit and opens a pull request, then reports back into the Slack thread. Covers classifying a page via the GitHub contents API, the reusable-workflow pattern, an AI agent in CI, and a secured callback.
Configuring AGENTS.md, code conventions, and GitHub Copilot review rules before the codebase exists. The patterns that make AI coding assistants useful instead of a slow drag.
Why I switched from Gemini 2.5 Flash to Claude Sonnet on Vertex AI, and how the migration went. Covers the Anthropic Vertex SDK, code changes, type safety, and first impressions.
How I added Google Vertex AI Gemini to my Flask Slack bot, with chat sessions, error handling, and troubleshooting permission issues. From zero to working AI in production.
