Weekly Roundup #27 — AI Agents, RAG, and What Worked
This week: AI agent workflows, RAG architecture, and the real 80/20 of coding with AI. 9 posts, top insights, and what is next.
The Full-Stack AI Builder
Weekly roundups and long-form posts from the perspective of someone building AI-powered solutions end-to-end.
Weekly Roundup #26 — AI Builds and Leadership Lessons
This week was one of those rare ones where the numbers and the narrative actually lined up. I published 8 posts across AI, leadership, and process design, and the data from GA4 tells me something interesting: the posts that took the least time to write are the ones people actually read. Let me break down … Read more
Weekly Roundup #25 — Leadership, AI, and Tools That Worked
What I Built This Week Fifteen posts in seven days. The theme that emerged was unexpected: leadership. Not the abstract kind you read in a management book, but the tactical kind that shows up when an AI ignores your instructions, a junior dev misreads your intent, or a routine tool fails for a dumb reason … Read more
Weekly Roundup #24 — Agents, Prompts, and Production
What I Built This Week Eighteen posts in seven days. That’s the most I’ve shipped in a single week since I started this experiment. The theme was consistent: AI agents, coding assistants, and the messy reality of getting things into production I wrote about Claude Opus 4.8 prompts, about how MCP is finally solving agent … Read more