# giselles.ai > AI-optimized mirror of giselles.ai containing 50 pages totalling 53,622 words of clean markdown content, structured data, and semantic HTML. Original source: https://giselles.ai. Last updated: 2026-09-12T05:03:04.209Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [Giselle: AI App Builder](/content/site-root.html): Supercharge your productivity with Giselle. Build custom AI applications visually, no coding required. Automate research, reports, creative tasks, and more by integrating top AI models and your data. Try Giselle now! (870 words) ## Articles & Blog Posts - [All Articles - Giselle: AI App Builder](/content/blog/all-articles/page/2/index.html): Supercharge your productivity with Giselle. Build custom AI applications visually, no coding required. Automate research, reports, creative tasks, and more by integrating top AI models and your data. Try Giselle now! (278 words) - [All Articles - Giselle: AI App Builder](/content/blog/all-articles/page/1/index.html): Supercharge your productivity with Giselle. Build custom AI applications visually, no coding required. Automate research, reports, creative tasks, and more by integrating top AI models and your data. Try Giselle now! (272 words) - [Structured Output: Get Predictable, Typed JSON from Your AI Workflows - Giselle: AI App Builder](/content/blog/structured-output-predictable-json-ai-workflows/index.html): Define JSON schemas for your AI-generated content directly in the Giselle workspace. Generator Nodes and End Nodes return predictable, typed JSON — making it dramatically easier to integrate Giselle into your applications and data pipelines. (997 words, Mar 16, 2026) - [Giselle Introduces Data Store Nodes and Data Query Nodes: Connect PostgreSQL Databases to Your AI Workflows - Giselle: AI App Builder](/content/blog/giselle-introduces-data-store-and-data-query-nodes/index.html): Giselle's new Data Store Nodes and Data Query Nodes enable you to integrate PostgreSQL databases directly into your AI workflows, unlocking powerful data-driven agents with no code. (1,068 words, Feb 16, 2026) - [Building Your Own PR Review Agent with Giselle - Giselle: AI App Builder](/content/blog/pr-review-agent-giselle/index.html): Take GitHub event-driven workflows to the next level. Learn how to build a custom PR review agent that understands your codebase using Agentic RAG — no coding required. (1,048 words, Jan 4, 2026) - [GitHub Event-Driven Workflows: Building Automated Issue Assistants with Giselle - Giselle: AI App Builder](/content/blog/github-event-driven-workflows-giselle/index.html): Automate GitHub workflows with AI. Build apps that respond to issues, review PRs, and enrich your development process — no code required. (1,113 words, Jan 3, 2026) - [Beyond Code: Building RAG Systems from Any Document with Giselle - Giselle: AI App Builder](/content/blog/document-vector-store-in-giselle/index.html): Not all knowledge lives in GitHub. Learn how to turn PDFs, docs, and text files into searchable AI knowledge with Document Vector Store — no coding required. (859 words, Jan 2, 2026) - [Building a Simple but Powerful Custom Deep Research App with Giselle - Giselle: AI App Builder](/content/blog/custom-deep-research-app/index.html): Create your own deep research workflow using meta prompts. No prompt engineering skills required — let AI write the prompts for you. (708 words, Jan 1, 2026) - [Cross-Repository Analysis with Giselle: An Advanced Use Case for Vector Store - Giselle: AI App Builder](/content/blog/cross-repository-analysis-with-giselle-vector-store.html): What if AI could analyze multiple repos at once? Build a cross-repository comparison tool with Giselle's Vector Store feature. (1,006 words, Dec 31, 2025) - [How to Use Vector Store and Query in Giselle - Giselle: AI App Builder](/content/blog/vector-store-and-query-in-giselle/index.html): Turn GitHub repos into searchable AI knowledge with Giselle. No coding required — just connect, query, and let AI do the rest. (646 words, Dec 30, 2025) - [Managing Coding Agents: Zed + Cursor - Giselle: AI App Builder](/content/blog/managing-coding-agents/index.html): A practical workflow for managing coding agents: keep Zed as your home base, run agents in Cursor, and use git worktree plus Agent/Plan mode for fast, isolated iteration. (831 words, Dec 29, 2025) - [From OSS Contributor to Team Member at Giselle - Giselle: AI App Builder](/content/blog/from-oss-contributor-to-team-member-at-giselle/index.html): A personal story of joining the Giselle team through open-source contributions. From a first typo fix to becoming a team member and working on the GitHub RAG system, this article shares how OSS collaboration can lead to meaningful project involvement. (552 words, Dec 26, 2025) - [Git Worktree, My Way - Giselle: AI App Builder](/content/blog/git-worktree-my-way/index.html): Git worktree never clicked for me—until I stopped following the usual conventions. Here’s my repo-local `worktrees/` layout and two custom git subcommands that make creating, reviewing, and pruning worktrees frictionless. (913 words, Dec 26, 2025) - [Node-Based Interfaces for People Who Don't Think in Flowcharts — Building Giselle - Giselle: AI App Builder](/content/blog/ui-translation-designer-perspective/index.html): How designers translate UI requirements and communicate design intent. Exploring the process of interpreting UI specifications and translating them from a designer's perspective. (594 words, Dec 26, 2025) - [Designing Giselle With using Giselle: Closing the gap between design and code - Giselle: AI App Builder](/content/blog/designing-giselle-ui-with-giselle/index.html): One approach when you want to move design and implementation forward at the same time. How we used Giselle to design Giselle's UI, exploring the workflow where design decisions stack through working prototypes rather than upfront specifications. (565 words, Dec 25, 2025) - [The Thinnest Script Infrastructure — Made for Coding Agents - Giselle: AI App Builder](/content/blog/thinnest-script-infrastracture-made-for-coding-agents.html): Use ~/.local/bin as a near-zero-friction home for coding-agent scripts—an XDG-aligned, reversible setup with a one-line PATH tweak and optional Git versioning. (520 words, Dec 25, 2025) - [Optimistic Transition: Why Next.js `loading.tsx` Isn’t Showing (App Router + middleware/proxy delay) - Giselle: AI App Builder](/content/blog/optimistic-transition-nextjs-loading-tsx-middleware-proxy-delay.html): In Next.js App Router, `loading.tsx` and streaming can only render after the destination starts rendering—so middleware/proxy (`proxy.ts`) delays create a “No UI gap”. This post shows a reproducible demo and the Optimistic Transition overlay pattern Giselle uses to bridge it. (1,436 words, Dec 24, 2025) - [Upgrading Stripe API version with AI-powered Speculative Implementation - Giselle: AI App Builder](/content/blog/upgrading-stripe-api-to-basil/index.html): How we successfully migrated Giselle's Stripe integration using AI-powered speculative implementation and the critical role of AI-friendly documentation in modern software development. (612 words, Aug 19, 2025) - [Giselle Now Supports OpenAI's GPT-5 Series ― Unleash Next-Gen Reasoning, Coding, and Multimodal AI for Everyone - Giselle: AI App Builder](/content/blog/giselle-now-supports-openai-gpt-5-series/index.html): Giselle proudly announces the integration of OpenAI's GPT-5, GPT-5 mini, and GPT-5 nano, bringing unparalleled reasoning, coding, and multimodal capabilities to your AI workflows, including powerful, cost-effective options for Free Plan users. (855 words, Aug 8, 2025) - [Giselle Now Supports Claude Opus 4.1: The Ultimate AI Coding and Reasoning Powerhouse for Pro Users - Giselle: AI App Builder](/content/blog/giselle-now-supports-claude-opus-4-1/index.html): Giselle integrates Anthropic's Claude Opus 4.1, delivering unparalleled capabilities for complex coding, sustained tasks, and advanced reasoning, exclusively for Pro Plan users. (645 words, Aug 6, 2025) - [Writing Inevitable Code with Claude Code Sub-agents - Giselle: AI App Builder](/content/blog/claude-code-subagents-inevitable-code/index.html): How a conversation with Claude led to the idea of inevitable code — and how Sub-agents helped me define it, document it, and live it. (965 words, Jul 31, 2025) - [Design as Code, Code as Design — How We Rebuilt Giselle’s Site Without Figma - Giselle: AI App Builder](/content/blog/design-as-code-without-figma/index.html): How we rebuilt Giselle's website by designing directly in code, skipping Figma entirely. A story about vibe coding, AI collaboration, and turning code into a shared creative language for our team. (1,557 words, Jul 29, 2025) - [Building a GitHub RAG System with Next.js and Vercel - Design Strategies Under Platform Constraints - Giselle: AI App Builder](/content/blog/github-vector-store-vercel-constraints/index.html): Learn how to build a practical GitHub Vector Store within Vercel's constraints, using differential ingestion and smart API strategies without external dependencies (1,427 words, Jul 9, 2025) - [Giselle Introduces GitHub Vector Store Nodes: Build Code-Aware RAG Systems with No Code - Giselle: AI App Builder](/content/blog/giselle-introduces-github-vector-store-nodes/index.html): Giselle's new GitHub Vector Store and Query Nodes enable you to build sophisticated RAG systems using any GitHub repository's content, all within our no-code visual interface. (1,010 words, Jul 8, 2025) - [Giselle Introduces Web Page Node: Seamlessly Integrate Web Content into Your AI flows - Giselle: AI App Builder](/content/blog/giselle-introduces-web-page-node/index.html): Giselle's new Web Page Node allows you to easily fetch and use content from any URL, transforming web data into inputs for your AI agents. (620 words, Jul 7, 2025) - [Giselle Now Supports Gemini 2.5 Flash Lite: Ultra-Fast Multimodal AI for Free Plan Users - Giselle: AI App Builder](/content/blog/giselle-now-supports-google-gemini-2-5-flash-lite-preview.html): Giselle integrates Google's Gemini 2.5 Flash-Lite, bringing lightning-fast, multimodal AI capabilities and web search to all users, including those on the Free Plan. (606 words, Jun 18, 2025) - [Giselle Now Supports Anthropic Claude Opus 4 & Sonnet 4, Bringing World-Class Reasoning to Your AI Agents - Giselle: AI App Builder](/content/blog/giselle-now-supports-claude-opus-4-sonnet-4/index.html): Giselle integrates Anthropic's latest Claude 4 models—Opus 4 and Sonnet 4—delivering breakthrough coding capabilities, extended thinking, and hybrid reasoning modes to transform your AI workflows. (518 words, May 23, 2025) - [Giselle Integrates OpenAI's gpt-image-1 for Advanced Image Generation - Giselle: AI App Builder](/content/blog/giselle-now-supports-openai-gpt-image-1/index.html): Giselle adds support for OpenAI’s gpt-image-1, enabling high-quality, versatile image generation and editing directly within your AI workflows. (486 words, Apr 25, 2025) - [Giselle Now Supports OpenAI o3 & o4-mini, Unlocking Next-Level Reasoning - Giselle: AI App Builder](/content/blog/giselle-now-supports-openai-o3-o4-mini/index.html): Giselle adds OpenAI’s o-series flagships—o3 and o4-mini—bringing state-of-the-art reasoning, multimodal tool use, and dramatic cost-performance gains to your AI agents. (540 words, Apr 24, 2025) - [How Design Mode on Cursor Saved This Apprentice Wizard's Sanity - Giselle: AI App Builder](/content/blog/how-design-mode-on-cursor-saved-this-apprentice-wizards-sanity.html): Discover how Cursor's 'Design Mode' bridges the gap between designers and engineers. Learn how this magical tool helps designers overcome development environment complexities and focus on creative work without technical barriers. (1,501 words, Apr 22, 2025) - [Design Mode: Next.js meets Designer Experience in Cursor - Giselle: AI App Builder](/content/blog/design-mode/index.html): Design Mode in Cursor, powered by Cursor Rule, offers a designer-first experience for Next.js projects. It empowers designers to contribute to large-scale applications without needing extensive JavaScript, Node.js, or React expertise, breaking from traditional developer-centric workflows. (571 words, Apr 21, 2025) - [Streamline Submission for Google OAuth Verification with Vercel Custom Environments - Giselle: AI App Builder](/content/blog/vercel-custom-environments-google-verification/index.html): Learn how to leverage Vercel Custom Environments for Google OAuth verification while keeping your features unreleased—a practical guide based on real case (901 words, Apr 17, 2025) - [Why I'm Sticking with Zed (and How Claude Code Makes It Even Better) - Giselle: AI App Builder](/content/blog/how-claude-code-makes-zed-even-better/index.html): Discover how combining Zed editor with Claude Code creates a powerful 'Vibe Coding' experience without abandoning your favorite editor, offering the best of both worlds for developers. (1,495 words, Apr 17, 2025) - [Giselle Now Supports GPT-4.1 Series, Elevating AI Agent Capabilities - Giselle: AI App Builder](/content/blog/giselle-now-supports-openai-gpt-4-1-series/index.html): Giselle now supports OpenAI’s GPT-4.1 series, enabling smarter, faster AI agents with enhanced coding, context, and instruction skills. (1,777 words, Apr 15, 2025) - [How Will Generative AI and Giselle Transform Requirements Engineering - Giselle: AI App Builder](/content/blog/generative-ai-giselle-transform-requirements-engineering.html): Generative AI is revolutionizing requirements engineering, with Giselle amplifying its power to accelerate product development and clarify complex specifications. (2,619 words, Mar 3, 2025) - [Five-Star Research: How Deep Research Changes the Game - Giselle: AI App Builder](/content/blog/deep-research-impact-on-research-methodology/index.html): AI is revolutionizing creative workflows like a sous chef in a Michelin-star kitchen. Discover how Giselle and Deep Research streamline research, enhance collaboration, and amplify human creativity. (1,025 words, Feb 13, 2025) - [SWE-Agents in Software Development - Giselle: AI App Builder](/content/blog/swe-agents-in-software-development/index.html): SWE-Agents are revolutionizing software development by combining LLMs with autonomous capabilities, enabling AI to handle complex coding tasks & collaborate across development lifecycles. (1,984 words, Feb 11, 2025) - [The Art of Prompt Design - Giselle: AI App Builder](/content/blog/art-of-prompt-design/index.html): Master the art of Prompt Design through structured practice and iteration. Learn to craft effective AI prompts, just like mastering any new skill. (1,309 words, Feb 7, 2025) - [The Rise of No-Code AI Agent Builders in 2025 - Giselle: AI App Builder](/content/blog/the-rise-of-no-code-agent-builders-2025/index.html): No-code AI agent builders are reshaping AI development, lowering barriers for creators. Here’s how they’re making AI more accessible in 2025. (2,203 words, Feb 5, 2025) - [Modern Art Meets AI: Uncharted Terrain for Creative Minds - Giselle: AI App Builder](/content/blog/modern-art-meets-ai/index.html): Giselle makes working with AI feel natural and intuitive. Turn your ideas into reality with our simple node-based interface—no programming experience required. (2,244 words, Feb 3, 2025) - [How Giselle is Shaping a New Era of AI-Powered Engineering - Giselle: AI App Builder](/content/blog/how-giselle-shaping-ai-powered-engineering/index.html): Giselle's platform helps teams thrive in this new era, turning AI from assistant to cornerstone of engineering. (1,437 words, Feb 2, 2025) - [Choosing Your Digital Colleagues for the Agentic Era - Giselle: AI App Builder](/content/blog/choosing-your-digital-colleagues/index.html): Explore how each AI model’s unique personality can bring fresh perspectives to your work and even support your personal growth. Choose your digital partners thoughtfully—they’re more than tools, they’re collaborators! (1,440 words, Jan 27, 2025) - [Crafting Worlds with Giselle's Node-Based Magic - Giselle: AI App Builder](/content/blog/giselles-node-based-magic/index.html): Giselle makes working with AI feel natural and intuitive. Turn your ideas into reality with our simple node-based interface—no programming experience required. (1,164 words, Jan 23, 2025) - [The Art of Co-Creation: Human-AI Creative Partnerships - Giselle: AI App Builder](/content/blog/ai-creative-partnership/index.html): AI is our new creative partner. This article explores how AI agents, built with platforms like Giselle, act as intellectual companions, amplifying human ingenuity in a collaborative pursuit of knowledge and creation. (1,433 words, Jan 22, 2025) - [Beyond Rule-Based RPA - Giselle: AI App Builder](/content/blog/beyond-rule-based-rpa/index.html): Discover how Giselle merges RPA with AI agents to create a new generation of intelligent automation solutions. (1,192 words, Jan 21, 2025) - [Introducing Time-Based Pricing: Giselle’s Approach to AI Agents - Giselle: AI App Builder](/content/blog/time-based-pricing-ai-agents/index.html): We're introducing time-based pricing for our AI platform. Moving from tokens to minutes makes costs clearer and helps you better compare AI vs human costs. (1,410 words, Jan 15, 2025) - [With Giselle Supporting Gemini 2.0, AI Workflows Just Got Smarter - Giselle: AI App Builder](/content/blog/giselle-supporting-gemini-2-ai-workflows/index.html): Gemini 2.0, Google's groundbreaking AI model, raises the bar with advanced reasoning, multimodal support, and long-context understanding. (1,515 words, Jan 9, 2025) - [Agentic Thinking and Action - Giselle: AI App Builder](/content/blog/agentic-thinking-and-action/index.html): AI systems now evolve beyond automation into agents that understand, decide, and act autonomously—bringing proactive problem-solving to industries like manufacturing and logistics. (1,229 words, Jan 8, 2025) - [Transforming Product Development Through Human-AI Collaboration - Giselle: AI App Builder](/content/blog/transforming-product-development-human-ai-collaboration.html): Product development is changing in fascinating ways. While AI used to be just a handy tool in the later stages of development, it's now becoming the heart of the entire process. 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