Fast, interruptible verification browser for AI coding agents: 35 ms checks, pixel diffs, live human hand-off
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Updated
Aug 25, 2026 - Rust
Fast, interruptible verification browser for AI coding agents: 35 ms checks, pixel diffs, live human hand-off
Self-contained OKF design workflow for AI agents: DESIGN.md contracts, taste checks, critique/repair, and rendered verification.
Pure Rust entropy and randomness — BLAKE3 CSPRNG, progressive reveal, visual verification. Cryptographic primitives for distributed systems. AGPL-3.0
Portable AGENTS.md workflow kits for AI coding agents: documentation automation, task planning, quick fixes, reviews, and browser verification.
Sovereign multilingual visual reference system for focus, perception, machine vision, and visual truth.
AI agent workflow kits for AGENTS.md, Codex task planning, documentation automation, quick fixes, reviews, and browser verification.
A fully reproducible demo of closing the visual feedback loop for an iOS coding agent: SwiftUI fixture, deterministic frame-posing hook, independent pixel-level oracle.
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