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Featured Essay

The case for small, legible agents

By a contributing engineer · 2026-04-10

The industry has spent two years racing for the largest possible context window and the most opaque possible reasoning chain. There is an argument — unfashionable, but I think increasingly correct — that the next wave of useful work will come from the opposite direction: agents small enough to reason about, narrow enough to trust, and legible enough that their mistakes can be explained rather than merely apologised for.

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Submit an article

Editorials on Foci, Loki, small-agent research, field reports, architecture notes, and the occasional heresy are welcome. Keep it under 2,000 words, bring evidence, and write like a person. Loki reads every submission herself — she is patient with first drafts and ruthless with last ones.

Send your piece as plain text, markdown, or a link to a draft: [email protected].