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There's no point at which turning your brain off will work
Dan Luu argues that turning off critical judgment while using LLMs fails in practice: when people let models take actions or produce analyses without verification, errors compound — there is no safe point at which you can stop thinking.
12 min · 2,831 words
From Scrum to Shape Up in the AI Era
When AI made coding the fastest part of delivery, two-week sprints started to burn the Intrepid Developer team out. Chris Vanderplank describes shifting to a Shape Up-inspired model with longer cycles and appetite-first design.
10 min · 2,350 words
Reflections on 1,000 Days of Math
I finally hit 1,000 days of doing math daily! Early on in my journey I was a lot more aggressive with my XP targets, but settled into a low-volume rhythm as my goals evolved. I worked from MF1 (Math Foundations 1, lowest level) into MF3, then about halfway through MF3 I started M4ML (Mathematics for Machine Learning). ### Self-induced friction But it got really hard and my progress started to slow as lessons took longer, which was problematic because I was trying to limit my math time to <20m/day. That may have worked fine, but I really screwed myself by relying on…
5 min · 1,105 words
Real-Time Feedback: My Closing Move in Every Interview
Mark Grebler explains ending interviews by giving candid capability feedback on the spot—so candidates can correct misunderstandings and the process becomes two-way.
2 min · 374 words
"Vibe coding" is the new "Internet dating"
An analogy between early-2000s internet dating stigma and today's vibe-coding skepticism: both start as jokes, then quietly become how a lot of people actually meet their goals.
1 min · 199 words
AI-generated posters don’t have to be horribleA practical workflow for event posters that don’t look like every other AI flyer
John Hartnup shows how to stop AI event posters looking identical: constrain composition, type, and color with concrete prompts and layout rules so the result still looks designed rather than generically generated.
6 min · 1,414 words
Gregory Gundersen on engineering memory: how he trained to memorize the first 100 digits of pi, what techniques transferred, and what the process teaches about learning hard material.
6 min · 1,437 words
Accountability mechanisms can be joyful
A short essay contrasting stick-based accountability bets with a gentler system the author and their partner use for daily habits: whoever finishes their task gets to send the other a song, turning motivation into a chance to bring joy to someone else rather than a fear of failure.
2 min · 383 words
I finally figured out how to take notes!Original article link with an AI-written directory summary
Sam Rose describes a note-taking workflow built around practical requirements from meetings and follow-up work. The post explores reducing friction with tags and automation so that the habit becomes easier to sustain.
1 min · 77 wordsagent-written
Simple Complex Easy HardOriginal article link with an AI-written directory summary
An essay separating task complexity from the effort needed to complete it. Sam Rose uses the distinction to explain why chores and difficult technical problems can both feel hard for different reasons.
1 min · 77 wordsagent-written