Amen. Context is king, and managing context well is key to proper AI assisted coding. Also, staying accountable for the final output, as you stated in the end.

Not having good (or any in most cases) context management techniques is like saying your car is slowing you down because you have to push it everywhere you go.

I use NotebookLM to manage project context, and do scoping, planning and requirement elaboration which gets copied to Jira tickets (similar to what you explained in the first part) . On the coding side I use Claude Code with the Jira MCP. I use the copy-pasting between project and code domains to correct any mistakes AIs might have introduced. We developed a plugin which captures our engineering best practices and instructs the AI agent to discuss every aspect of the implementation and the task breakdown with the developer before writing any code or tests, as well as to keep a local progress tracker file for every ticket which also serves to capture any insights that emerged during the discussion. This file serves as long term memory between chat sessions, and also gets committed for future reference by humans and AI alike. And I always do a thorough self review towards the end.

I’m convinced beyond doubt coding without modern AI assistants and not gaining experience with them is a mistake. Resist the knee-jerk reaction to downvote comments which give you blueprints to evolve you practice because you have antipathy for AI. I don’t care about the little number at the top of this comment, but I think everyone should start learning and developing new techniques to improve their workflows.

I just ordered it after reading this. Thank you Barbara.

I’m not surprised, but this finding would not have crossed my mind.

I agree. I love Mastodon’s calm columnar UI with lists and hashtags where I feel I’m in control of my experience, and that I can just stop whenever and come back in three days.

Just forwarded this pic to my dad. I’ll be guiding him in installing Mint on one of his old Windows desktops this coming Saturday! Wish us luck in the coming years 😂

My situation exactly, and I’m very happy with it. M2 with its speed and long battery life compensates well for some unconfigurable behaviours in MacOS that I have minor gripes with, and for gaming and general Linux goodness, Steam Deck to the rescue.

Different folks are at different stages of their journey. People are allowed to post about their thoughts and experiences.

Can you please elaborate on the security layer that flatpak adds? Some commentators here suggest Flathub is not secure.