I'm Matt Wood, and this is For Your Information. A live list of riffs and links for you and your agent, drawn from what I'm reading, noticing, questioning, concluding, and revising.
AI is removing the middle class of software engineeringBoth argue AI fundamentally changes the nature of software work — DHH's token-driven shallowness thesis supports the idea that a middle tier of engineering effort is being compressed away
AI Coding and the Bug Selection ProblemDHH's 'shallow problems' framing aligns with the bug selection problem — when AI can solve surface-level bugs quickly, the remaining hard problems are ones requiring deeper judgment
Challenges
Taste Is All That's Left'Taste Is All That's Left' argues curation/judgment remains irreducibly human, directly pushing back on DHH's implication that token quantity can flatten all problem complexity
Understanding is the new bottleneck'Every problem is now shallow' directly contradicts the thesis that understanding is the new bottleneck — DHH argues tokens substitute for depth, while this item argues comprehension remains the hard part
Develops into
Ways to think about token pricingDHH's claim that enough tokens make problems shallow is grounded in assumptions about token economics — this piece on token pricing provides the infrastructure context for that argument
Related to
Omarchy: Modern Linux DistributionDHH created Omarchy; this post is explicitly about his acceleration philosophy applied to that project, making it a direct companion piece
Related
Essential Resources for Getting Started with AT ProtocolDHH's commentary on decentralized/alternative web infrastructure (Omarchy) shares thematic overlap with AT Protocol's positioning as a fediverse alternative with distinct monetization and architecture