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Elements & Ideas.

Product thinking, engineering craft, and observations from building at the frontier of AI.

Figma Specs and Code Layers Bring QA Into Product Discovery
AI Agents

Figma Specs and Code Layers Bring QA Into Product Discovery

Figma Specs and code layers can help product and QA compare behaviors before implementation. Use a practical discovery workshop to separate decisions from shortcuts.

Dwayne SamuelsDwayne Samuels·
Jev 1.14 Brings Images Into Your Acceptance Criteria
AI Agents

Jev 1.14 Brings Images Into Your Acceptance Criteria

Explore Jev 1.14 image inputs, visual acceptance criteria and bounding boxes with a practical prototype plan for QA and product teams.

Dwayne SamuelsDwayne Samuels·
What Intelligent UI Could Change for Product Teams and QA
AI Agents

What Intelligent UI Could Change for Product Teams and QA

OpenAI did not invent generative UI. Here is what Intelligent UI could change for product design, development, and software testing.

Dwayne SamuelsDwayne Samuels·
Your Test Suite Got Faster. Your Failure Triage Got Slower.
Testing & QA

Your Test Suite Got Faster. Your Failure Triage Got Slower.

Why faster parallel test suites can create slower failure triage, and how to preserve first-failure evidence before retries and reruns erase it.

Dwayne SamuelsDwayne Samuels·
Testing Role and Permission Changes in Stale Browser Sessions
Testing & QA

Testing Role and Permission Changes in Stale Browser Sessions

Use a seven-step QA matrix to test permission revocation across an active browser tab, server authorization, durable state, and a fresh session.

Samelogic TeamSamelogic Team·
Vercel Agent Browser Setup and How to Verify the Result
AI Agents

Vercel Agent Browser Setup and How to Verify the Result

Set up Vercel Agent Browser, use snapshots and refs, and verify browser outcomes with a controlled false-success test.

Dwayne SamuelsDwayne Samuels·
JavaScript Console Errors That Actually Explain Browser Bugs
Engineering

JavaScript Console Errors That Actually Explain Browser Bugs

Learn how to read JavaScript console errors, connect them to browser actions and requests, and separate root causes from harmless noise.

Dwayne SamuelsDwayne Samuels·
React Key Bugs That Make the Wrong Row Change
Engineering

React Key Bugs That Make the Wrong Row Change

Learn how React keys preserve record identity, why index keys break reordered lists, and how to reproduce a wrong-row bug with a controlled test.

Dwayne SamuelsDwayne Samuels·
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Capture browser proof before the handoff gets vague.

Select the exact element, record the replay, and give QA, product, and engineering a test artifact they can act on without another clarification loop.

Install the Chrome Extension
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