Course · 8 lessons ~26 hr Intermediate

Focus & Deep Work in 2026

Honestly measure your real deep-work hours per day (most engineers believe 6-8; the truth is 1.5-3). Build and run a personal focus protocol — when, where, how long, with what defenses, with what re-engagement moves after interruption — that survives a normal week without heroic willpower, calibrated to the 47-second environment rather than to the 2016 one. Establish the measured baselines (deep-work hours/week, longest unbroken block) you'll track for years. Deep work is high-throughput, single-tenant compute; shallow work is multi-tenant compute with thrashing. Most engineers run their working life in shallow mode while believing they're in deep mode — production traffic on a server they think is dedicated but actually shares three other workloads. The CPU graphs don't lie; neither does an honest time tracker. The deep-work block is a database transaction: explicit BEGIN (the start ritual), protected scope, explicit COMMIT (the shutdown ritual — record what got done, release the cognitive lock). Interrupted mid-block, you roll back to a checkpoint and resume; you don't half-commit and live with partial state. Skipping the shutdown ritual is leaving a transaction open — the overhead leaks across the rest of your day. Mark's attention residue is the open transaction's name in the literature. Slack notifications are interrupt handlers registered on the main thread. The fix is architectural, not motivational: handlers move to a separate thread (batched containers, declared windows), and the main thread is protected from direct invocation. "I'll just quickly answer this" is an HTTP handler inside a hot loop — fine until you measure throughput. And the deepest one: cognitive work is latency-bound, not throughput-bound. The quantity of high-quality output is determined by the length of the longest deep block you can sustain, not by cumulative hours at the desk. Optimize for tail latency on attention, not for total hours billed. The protocol is the architecture that makes the optimization possible.

reading · we frame, you read MIT or the canonical taught · we author, no canonical fits ↺ spirals back to earlier lessons
Course locked

Complete Deciding & Quitting — Action Under Uncertainty first.

This course unlocks once you've finished its prerequisite. Open prerequisite →

8 lessons. Read in order; spiral back when you need to. By the end you'll have used the core ideas twice — once on the abstract, once on something you'll meet at work next week.