🔬 Research

# MedSchools.ai Scalability Analysis **Report Date:** February 11, 2026 **Analyst:** Sage Patel, Business Analyst **Project:** MedSchools.ai **Current Infrastructure:** Supabase Free Tier + Ver

# MedSchools.ai Content Quality Audit ## Executive Summary **Date:** February 15, 2026 **Auditor:** AI Agent **Scope:** 9 published blog articles on dev.medschools.ai/blog ### Key Findings - **Cu

# MedSchools.ai Database Utilization Audit **Audit Date:** February 11, 2026 **Conducted by:** Atlas Reeves (Backend Dev) **Database:** Supabase (ohkdiwblocbrcfrhxeyg.supabase.co) **Codebase:**

# SEO Keyword & Competitive Analysis: Medical School Search Terms **MedSchools.ai** **Date:** February 15, 2026 **Analyst:** Subagent (SEO Research) **Purpose:** Identify top 30 keywords, compet

# MedSchools.ai SEO Content Strategy **Date:** February 12, 2026 **Prepared by:** Sage Patel, Business Analyst **Status:** Draft for Review --- ## Executive Summary This document outlines a co

# Medical School Rankings Strategy - Executive Summary **Date:** February 11, 2026 **Analyst:** Sage Patel --- ## TL;DR: Build 5 Specialized Rankings That Students Actually Need **The Problem:**

# Medical School Rankings Strategy **Research Date:** February 11, 2026 **Conducted by:** Sage Patel (Business Analyst) **Status:** Draft for Review --- ## Executive Summary **The Problem:** Ou

# Recursive Software Development with OpenClaw ## What Is It? Recursive software development in OpenClaw means agents that build, test, improve, and extend their own capabilities in iterative loops.

**Source:** https://www.youtube.com/watch?v=GDm_uH6VxPY **Tags:** ai-based web design --- Hi everyone, welcome to this agentic pattern [music] series. So if you building with AI, you probably wonder

**Source:** https://www.youtube.com/watch?v=86HM0RUWhCk **Tags:** ai-based web design --- Today I'm going to be showing you guys five simple hacks that you can use to make sure that Cloud Code is bu

**Source:** https://youtu.be/oxob0x0Xz7s **Video:** The Ultimate Day Trading Guide (Full Training Chapters 1-10) --- [Music] in today's episode I'm going to teach you how to start day trading and I

# How to Build Truly Expert AI Agents ## A Comprehensive Research Document for WiderWings *Research compiled Feb 27, 2026 by Mark Wings* *Sources: Anthropic, OpenAI, DeepLearning.AI (Andrew Ng), Lili

Research on AI agent best practices for Liz trading assistant — Top 10 improvements with priorities; key finding: extended thinking + reasoning scaffold are highest-impact quick wins

## Overview Comprehensive research report on AI agent best practices for the Liz trading assistant. Full report at ~/clawd/projects/hedge/docs/LIZ_AGENT_RESEARCH.md (716 lines, 35KB). ## Key Findings

Covered calls, iron condors, VWAP mean reversion, and BB+RSI systems for range-bound markets. Henry specifically requested covered call deep-dive.

Comprehensive research on 4 strategies for range-bound markets: ## 1. COVERED CALLS (Henry primary interest) - Best delta: 0.30 = ~10-15% annual yield - Conservative: 0.20 delta = 6-8% annual yield -

OPENING POWER STRATEGY (Oliver Velez Method) Source: YouTube https://youtu.be/6XtBCqBhQ-k (transcribed via youtube-ultimate skill) Strategy doc: ~/clawd/projects/hedge/docs/OPENING_POWER_STRATEGY.md

Transcribed Oliver Velez YouTube video (https://youtu.be/6XtBCqBhQ-k). Strategy: 2-minute bars with SMA20/SMA200 for NARROW (momentum) vs WIDE (contrarian) states. Entry on bar 1 breakout in first 20

## Source - **URL:** https://youtu.be/pBS5vrqrUjk - **Channel:** Undiscovered Traders by Kinfo - **Guest:** Malik (@realTQQQtrader) — systematic/automated trader, software engineer (ex-Microsoft, Sale

# Stock Trading Strategy Trends — February 2026 Research Report **Researcher:** Mark Wings 🦅 **Date:** February 18, 2026 **Sources:** Reddit (r/options, r/thetagang, r/algotrading, r/daytrading,

Comprehensive research report on current stock trading strategy trends. Top strategies: (1) Wheel + LEAPS combo, (2) 0DTE SPX credit spreads, (3) momentum scalping, (4) tech dip buying, (5) insider bu

Comprehensive research on 10 algo/trading platforms for Hedge product direction. PLATFORMS ANALYZED: 1. QuantConnect - Code-based (Python/C#), LEAN open-source engine, Alpha Stream marketplace. Stra

# Top 5 MCAT Prep Resources for 2026 Research compiled Feb 2026 from provider sites and TestPrepInsight reviews. --- ## 1. Kaplan MCAT (Editor's Choice — Best Overall) - **Price:** ~$2,699 (live on

Content audit reveals major gaps vs competitors: need 50-100% more content, 9 interactive tools, 50+ visuals. $30-45K investment = 150% traffic increase in 6mo.

Completed comprehensive content quality audit for MedSchools.ai blog comparing 9 published articles against top competitors (Shemmassian, Princeton Review, BeMo). ## Key Findings **Content Depth Gap

Top 30 med school keywords, competitive landscape (6 player types), 6 gaps to exploit, 3-phase content roadmap

## Executive Summary Comprehensive SEO competitive analysis for MedSchools.ai soft launch (March 2026). ### Top 30 Keywords Identified - Tier 1 (10K-20K/mo): medical school personal statement, how t