pixelpact, released on GitHub, provides measurement for coding agents building UIs. It extracts a contract from a reference page, checks the implementation against it, and returns numeric scores. This addresses the problem that coding agents cannot see the page they build.
Pinpoint is a tool that lets humans give visual feedback to AI coding agents by dropping contextual comments on screenshots. It solves the problem of typing out feedback for autonomous agents, making the human-in-the-loop process more natural and efficient. It also supports side-by-side before/after comparisons.
Pinpoint is a tool that lets humans give visual feedback to AI coding agents by dropping contextual comments on screenshots. It solves the problem of typing out feedback for autonomous agents, making the human-in-the-loop process more natural and efficient. It also supports side-by-side before/after comparisons.
GridProof is an MCP server that integrates into the AI coding loop to catch and fix spacing and grid inconsistencies in generated frontends. It uses Playwright to render the page, measures computed geometry, and returns structured fix hints for the agent to apply, then re-audits. It solves the problem of subtle UI drift that ships unnoticed, for developers using AI agents like Claude.
GridProof is an MCP server that integrates into the AI coding loop to catch and fix spacing and grid inconsistencies in generated frontends. It uses Playwright to render the page, measures computed geometry, and returns structured fix hints for the agent to apply, then re-audits. It solves the problem of subtle UI drift that ships unnoticed, for developers using AI agents like Claude.
A developer asks how others verify frontend changes made by Claude Code before committing, noting they no longer trust the agent's self-verification. They built a local tool that snapshots pages before and after agent work to produce a proof sheet of visual changes.
A developer asks how others verify frontend changes made by Claude Code before committing, noting they no longer trust the agent's self-verification. They built a local tool that snapshots pages before and after agent work to produce a proof sheet of visual changes.
Peek CLI is a tool that lets coding agents observe the browser in real time, enabling them to iterate on UI changes by seeing the visual output of their code. It solves the problem of agents working blind on frontend tasks, making them more effective for developers who want automated UI development.
Peek CLI is a tool that lets coding agents observe the browser in real time, enabling them to iterate on UI changes by seeing the visual output of their code. It solves the problem of agents working blind on frontend tasks, making them more effective for developers who want automated UI development.
CodeVetter is a desktop app that verifies code changes made by coding agents locally. It collects the task, agent changes, executable checks, and evidence into a review bundle, helping developers confirm that requested behavior actually works without relying on a second model. It targets TypeScript and Node apps with browser or API behavior.
CodeVetter is a desktop app that verifies code changes made by coding agents locally. It collects the task, agent changes, executable checks, and evidence into a review bundle, helping developers confirm that requested behavior actually works without relying on a second model. It targets TypeScript and Node apps with browser or API behavior.