Tasks Will Replace To-Dos
Thariq Shihipar
Engineer, Anthropic
"Inside Anthropic's Claude Code, the paradigm is shifting from to-do lists to tasks that agents can execute autonomously. Instead of tracking what you need to do, define what needs to be done and let agents complete it."
Related Insights
Contribution Graphs for Self-Forgiveness
Use contribution graphs for daily goals. It lets you be more forgiving on days you miss while still tracking streaks. Knowing you haven't done something for 49 days feels good. Your agents can be tied into these goals for accountability.
Bash Loops Avoid Context Limits
Bash scripts are valuable because you don't run into context limits. You can call an agent from the command line non-interactively, spawning a thousand instances if needed. Think about using Bash scripts and loops much more.
From Idea to Deck in 15 Minutes
What used to take days—formatting decks, laying out information compellingly—now takes 15 minutes with a Claude Code plugin. Go from raw idea to full presentation with slides, visual direction, speaker notes, and AI-generated illustrations.