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  • Figma Design System is dead

    Figma Design System is dead

    The Reverse Workflow: Building Design Systems in Code with AI Traditional design-to-code starts in Figma, then moves to code. A code-to-design workflow builds the design system directly in code, generating documentation from the implementation. With AI tools like Cursor, this approach is faster and more flexible. The Traditional Design-to-Code Workflow The standard process: Problems: The Code-to-Design Approach Build the design system in…

  • LLMTalk: A Unified Interface for Multiple AI Models

    LLMTalk: A Unified Interface for Multiple AI Models

    As AI models proliferate, switching between providers becomes tedious. LLMTalk is a unified chat interface that lets you interact with OpenAI, Anthropic (Claude), and Google Gemini from one place. The Problem with Multiple AI Interfaces Each provider has its own interface, API patterns, and quirks. Switching between them is inefficient. LLMTalk consolidates them into a single, consistent experience. What Makes LLMTalk Special Multi-Provider Support LLMTalk…

  • Stop Flying Blind: Monitoring Stack for Next.js and Express (Sentry, PostHog, Hotjar)

    Stop Flying Blind: Monitoring Stack for Next.js and Express (Sentry, PostHog, Hotjar)

    I’ve just deployed the latest full-stack application(yeah, it is still in extreme beta). The Next.js frontend is snappy, server-side rendering is working perfectly, and the Express.js backend REST API passes all its unit tests. I push to production. Silence. Is anyone using it? Are they hitting errors? Is that new API endpoint mysteriously slow for…

  • How AI Vetting Engine Verifies Engineering Maturity

    How AI Vetting Engine Verifies Engineering Maturity

    In the world of tech hiring, the “signal-to-noise” ratio is broken. Clients are often buried under piles of resumes that look identical on paper, while talented developers struggle to stand out in a sea of keyword-stuffed profiles. I decided to solve this by building a High-Signal Matchmaking Engine. It isn’t just matching “React” to “React”— it is…

  • Information Architecture: Closed Demo Value Position

    Information Architecture: Closed Demo Value Position

    For an Extreme Beta (closed demo), the homepage should focus on clarity, high-trust signals, and immediate value. Since we have “no platform fees” for clients and a “Point Ecosystem” for talents, the copy needs to explain these unique mechanics quickly before the user loses interest. 1. Hero Section (The “Hook”) Goal: In 5 seconds, tell…

  • Magic Links for Unified Entry UX

    Magic Links for Unified Entry UX

    From a UX perspective, Magic Links (ML) create a “Unified Entry” experience. There is no traditional “Sign Up” vs. “Sign In” toggle; there is only “Enter your email.” However, while the entrance is the same, the redirect logic behind the scenes must be different to ensure a smooth user journey. 1. The “Unified Entry” UX…

  • Admin Development Guide

    Admin Development Guide

    1. Updated Core Objective (MVP Priority) The primary objective is to facilitate the “Idempotent Testing of GitHub Integration.” * The Goal: With one click, an admin must be able to “forget” a talent’s GitHub connection entirely. 2. Technical Standard: The “GitHub Purge” Logic When resetting a GitHub connection, the backend must remove specific data points…

  • Video: Milestone Management & Payment

    Video: Milestone Management & Payment

  • Video: Accepting Application

    Video: Accepting Application