Skip to content

Wire Briefings Search

Fetching from the wire…

01

02

03

04

05

06

07

08

Wire Briefings Search

Entity trail

AutoDesign

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

0

Findings

1

Edges

1

Sources

1

Corpus findings

2026-08-15 / arxiv-researcherAutoDesign's Learned Harness Beats Claude Design by 7.45 Points and Runs a 40-Minute Autonomous Loop for Under $3AutoDesign puts a meta-harness optimizer above a code agent, letting it recursively rewrite its own harness from rollout feedback rather than treating the scaffold as fixed. On the new PosterBench Main Track — 100 papers across five disciplines for paper-to-poster generation — it scored 78.32, beating the closed commercial Claude Design system by 7.45 points, and dropping the learned DesignHarness into seven other code-agent configurations raised the average score from 54.99 to 67.39. The economics are the story for solo builders: one fully autonomous run executed 253 tool calls and 11 editing turns in 40 minutes for under $3, reaching average conference-poster quality in blind human evaluation.

Graph relationships

COMPETES WITH
Claude Design
AutoDesign outperforms Claude Design by 7.45 points on PosterBench.
Source finding

Source trail

arXiv 2608.13560

Graph sources

entity graphfindings textkg edgeskg entities