From eba9001908cc3df9ae0ea9bbe86a735c6294cdb9 Mon Sep 17 00:00:00 2001 From: Mark Date: Sat, 28 Feb 2026 11:12:52 +0000 Subject: [PATCH] initial commit --- docs/design-language.md | 0 wireframe.html | 713 ++++++++++++++++++++++++++++++++++++++++ 2 files changed, 713 insertions(+) create mode 100644 docs/design-language.md create mode 100644 wireframe.html diff --git a/docs/design-language.md b/docs/design-language.md new file mode 100644 index 0000000..e69de29 diff --git a/wireframe.html b/wireframe.html new file mode 100644 index 0000000..cb9b589 --- /dev/null +++ b/wireframe.html @@ -0,0 +1,713 @@ + + + + + + No Hype AI | Honest Tech Reviews + + + + + + + + + + + + + + + + + + +
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+ LLMs + Frontend + 12 min read +
+

Claude 3.5 Sonnet vs. GPT-4o: React Benchmark

+

We asked both models to build an authenticated dashboard from scratch. Read our full methodology and see which model provided the most reliable code.

+
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+
+
+
Alex Chen
+
Oct 24, 2024
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+ Read +
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Latest Articles

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+ Agents + Oct 18 +
+

Evaluating Devin: An Autonomous Coding Agent

+

A review of autonomous coding agents. We tested Devin on a legacy codebase to evaluate its real-world performance.

+ Read article → +
+
+ + +
+
+
+ > ollama run llama3
+ > analyzing...
+ > generating fixes... +
+
+
+
+ Local AI + Oct 12 +
+

Running Llama 3 Locally for Automated Code Reviews

+

Learn how to set up a local pipeline that reviews your pull requests before merging, running entirely on a local machine.

+ Read article → +
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+ + +
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+ Vision + Oct 05 +
+

Gemini 1.5 Pro vs GPT-4V: UI to Code Extraction

+

Can you upload a Figma screenshot and get a functional React component? We tested 50 diverse UI patterns to find out.

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Articles

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+ + +
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+ Code +
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+ LLMs + Oct 24, 2024 +
+

Claude 3.5 Sonnet vs. GPT-4o: React Benchmark

+

We asked both models to build an authenticated dashboard from scratch. Read our full methodology and see which model provided the most reliable code.

+
+ Read Article +
+
+
+ + +
+
+ +
+
+
+ Agents + Oct 18, 2024 +
+

Evaluating Devin: An Autonomous Coding Agent

+

A review of autonomous coding agents. We tested Devin on a legacy codebase to evaluate its real-world performance.

+
+ Read Article +
+
+
+ +
+
+
+ > ollama run llama3
+ > analyzing repository...
+ > found 42 vulnerabilities
+ > generating fixes... +
+
+
+
+ Local AI + Oct 12, 2024 +
+

Running Llama 3 Locally for Automated Code Reviews

+

Learn how to set up a local pipeline that reviews your pull requests before merging, running entirely on a local machine.

+
+ Read Article +
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+ Home / + Articles / + Claude vs GPT-4o +
+ + +
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+ LLMs + Frontend + Oct 24, 2024 + 12 min read +
+ +

+ Claude 3.5 Sonnet vs. GPT-4o: React Benchmark +

+ +
+
+
+
Alex Chen
+
Senior Engineer / Editor
+
+
+
+ + +
+ + +
+ +

+ With the rapid release of new AI models, it can be difficult to determine which performs best for real-world tasks. We built an automated benchmark to test them. +

+ +

+ The prompt was simple but demanding. We provided zero architectural constraints beyond requiring React, Tailwind, and a mock authentication flow. We wanted to see how the models structure a project from scratch when left entirely to their own devices. +

+ +

The Methodology

+

+ We ran the exact same zero-shot prompt through the API of both models. Temperature was set to 0.2 to reduce variance while allowing slight creative freedom in UI design. +

+
    +
  • Prompt Length: ~450 words
    • +
  • Key Requirements: Context API for state, Tailwind for styling, mocked JWT auth flow, responsive dashboard layout.
    • +
  • Evaluation metric: Pass/Fail on compiling without errors, followed by a manual UX heuristic review.
    • +
+ +
+ "GPT-4o gave us a polished UI but hallucinated a dependency. Claude 3.5 Sonnet gave us a functional UI, and the code worked flawlessly on the first paste." +
+ +

GPT-4o: Polished UI, but Hallucinated Dependencies

+

+ GPT-4o writes code that looks visually impressive. Its Tailwind usage is sophisticated, utilizing complex grid layouts and modern utility combinations. However, it made a critical error in state management. +

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+
AuthContext.jsx (GPT-4o Output)
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import { createContext, useContext, useReducer } from 'react';
+import { fakeAuthApi } from '@mock/api'; // ERROR: Hallucinated import
+
+const AuthContext = createContext(null);
+
+export const AuthProvider = ({ children }) => {
+  const [state, dispatch] = useReducer(authReducer, initialState);
+
+  const login = async (email, password) => {
+    const user = await fakeAuthApi.login(email, password);
+    dispatch({ type: 'LOGIN_SUCCESS', payload: user });
+  };
+  // ... rest of the context
+
+
+ +

+ Notice line 2. It assumed the existence of a @mock/api package instead of building the mock function inline as requested. This caused an immediate build failure. +

+ +

Claude 3.5 Sonnet: Self-Contained and Functional

+

+ Claude took a different approach. It built the mock infrastructure inline, ensuring the file was self-contained and runnable immediately. It properly isolated concerns and even added JSDoc comments to the mock functions. +

+

+ While its UI was slightly more basic (relying heavily on standard flexboxes rather than advanced CSS grids), it scored a perfect 1.0 on our strict compilation test. +

+ +
+ +
+

Conclusion: Claude 3.5 Sonnet Provides Better Out-of-the-Box Code

+

For zero-shot scaffolding of complex React architecture without human intervention, Claude's prioritization of self-contained logic over UI flair makes it a more reliable choice for developers.

+
+
+ +
+ + + + +
+ + +
+
+

Related Articles

+ +
+ +
+ +
+
+ +
+
+
+ Agents +
+

Evaluating Devin: An Autonomous Coding Agent

+

A review of autonomous coding agents. We tested Devin on a legacy codebase to evaluate its real-world performance.

+
+ Read Article +
+
+
+ + +
+
+
+ > ollama run llama3
+ > analyzing...
+ > generating fixes... +
+
+
+
+ Local AI +
+

Running Llama 3 Locally for Automated Code Reviews

+

Learn how to set up a local pipeline that reviews your pull requests before merging, running entirely on a local machine.

+
+ Read Article +
+
+
+ + +
+
+ +
+
+
+ Vision +
+

Gemini 1.5 Pro vs GPT-4V: UI to Code Extraction

+

Can you upload a Figma screenshot and get a functional React component? We tested 50 diverse UI patterns to find out.

+
+ Read Article +
+
+
+
+
+
+ +
+ + + + + + + + \ No newline at end of file