AI Won't Speed Up Broken Processes — It Will Expose Them
The viral HN debate: AI doesn't accelerate bad workflows, it amplifies them. Here's what builders need to understand before automating.
The signal: A HN thread arguing AI won’t make your processes faster is dominating discourse — and the builders in the comments largely agree.
Why it matters: If your workflow is bottlenecked by unclear ownership, bad specs, or approval loops, AI just makes you hit that wall faster. You’re not buying speed — you’re buying a magnifying glass pointed at your dysfunction.
The pattern I’m watching: This connects directly to the token-efficiency story from Semble (98% fewer tokens than grep for agent code search) — the teams winning with AI aren’t automating more, they’re automating tighter. Precision over volume is the actual unlock.
What I’d do with this: Before layering AI onto any process, map where work actually stops — not slows, stops. Fix the handoff problem first, then automate the flow; otherwise you’re just burning tokens to surface the same bottleneck at twice the speed.
Get the daily signal in your inbox