Capital Catalyst @CapCatalystCo
Your next deals are already in your CRM, your calls and your documents. We build and run the AI systems that get them out. For private lenders and funds. capitalcatalystco.com NY Joined May 2025-
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How I use #AI to navigate and give me step by step guides with complicated web apps. Long done are the days of searching google forums. #claude #anthropic
Get the most comprehensive and detailed code architect for free on Github, SuperArchitect Why This Matters: Single AI models hallucinate. They make mistakes. They have biases. When designing critical software architecture, these flaws can lead to expensive mistakes. SuperArchitect solves this by orchestrating multiple AI models (Claude, OpenAI, Gemini) to cross-validate each other's architectural recommendations. This reduces hallucination risk and leverages each model's unique strengths. How It Works: Your architectural request is decomposed into specialized sub-tasks Each sub-task is sent to multiple AI models simultaneously An analyzer finds consensus points and conflicts between models Recommendations are categorized into standard architectural domains Conflicts are resolved based on confidence scores and consistency A comprehensive architectural plan is synthesized from verified recommendations Think of it as getting second, third, and fourth expert opinions automatically - creating more reliable architectural guidance than any single AI could provide. Technical Implementation: SuperArchitect uses async API calls to communicate with multiple foundation models, implementing a pipeline architecture with: Initial decomposition engine in main.py Model communication via core/query_manager.py Cross-model analysis in core/analysis/engine.py Architectural synthesis in core/synthesis/engine.py Configuration via YAML allows easy customization of which models to include in your architecture planning workflow. 📊 Read our analysis on multi-model AI systems: capitalcatalystco.com/research/Blog%… 💻 Check out the code and video demo: github.com/Okkay914/Super… #AInews #aitools
🚨Here's a demo video for a tool I created called SuperArchitect Simply put: It's a tool that asks multiple AI models for architectural advice and combines their best ideas into one comprehensive plan. More technically: SuperArchitect is a command-line tool implementing a 6-step pipeline that orchestrates multiple foundation models for reliable software architecture planning: Decomposition engine breaks complex requests into specialized sub-problems Query manager executes asynchronous API calls to Claude, GPT-4 & Gemini Analysis module identifies cross-model consensus and conflicts Segmentation logic categorizes recommendations into architectural domains Comparative analysis detects dependencies between components Synthesis engine resolves conflicts and integrates responses The architecture addresses a fundamental limitation in current AI tooling - single-model hallucination risk and bias in complex technical planning tasks. Code + video walkthrough: github.com/Okkay914/Super… #AI #MultiModelAI #SoftwareArchitecture #AIOrchestration #OpenSource #TechInnovation
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