01 · Comparisons
Four comparisons of manual, chat-led, and agent-led development. These are editorial judgments drawn from my own projects, not universal benchmarks.
02 · All comparisons
03 · How these work
Each page defines its terms and compares the trade-offs that matter for that decision. A marked row shows my preference for the stated use case. A tie means the choice depends on context. Tool capabilities and my workflow change, so every page carries a factual review date.
05 · Comparison notes
I send a note when I publish a new comparison or materially revise an existing one. There is no fixed schedule.
Discuss an AI workflow