docs: reframe positioning with multi-pillar strategy#991
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docs: reframe positioning with multi-pillar strategy#991
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- README: Replace "Demo-Conditioned Prompting" with "Trajectory-Conditioned Disambiguation" showing the 2x2 experimental matrix (prompting validated, fine-tuning in progress). Add OpenCUA industry validation. - Landing page strategy: Lead with capture-to-deployment pipeline, add specialization pillar, update competitor table for March 2026 landscape (Agent S3, OpenCUA, Browser Use, CUA/Bytebot). Add honesty notes for proof points. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
OpenCUA reused OpenAdapt's macOS accessibility tree capture code (AX API traversal functions + oa_atomacos dependency), not the full capture-to-deployment pipeline. The recorder architecture came from DuckTrack. Updated README, landing page strategy, competitor table, and proof points to reflect this accurately. Evidence: arxiv.org/html/2508.09123v3 Section 2.2, OpenCUA README "Acknowledge" section. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Use 46.7% consistently (not 33-47% range) - Change "core goal" to "planned" in 2x2 matrix - Drop "superhuman" for Agent S3 (barely above human baseline) - Fix possessive "our" to "OpenAdapt's" in competitor table - Add "Built for Builders" section for non-technical users - Renumber subsequent sections Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
Why
Position OpenAdapt with maximum leverage regardless of DC eval outcomes. DC is framed as one pillar of a multi-pillar value proposition (pipeline + specialization + demo conditioning), with honest scoping of evidence.
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