Eight AI proposal agents gather real-world context, propose scored project ideas, then a full debate pipeline (fact-check, structured debate, calibration, judge) ranks the top 3 by consensus. Includes deep mode with Claude Opus for extended analysis.

Security scanning, AI-generated code detection, hallucination detection, and trust scoring for fintech and healthcare codebases. Supports SOC2, HIPAA, PCI-DSS, and GDPR compliance frameworks with automated checks and remediation guidance.

API-first platform for navigating fragmented state-level AI regulations. Tracks 10 states including Colorado AI Act, California Transparency Act, and Illinois BIPA. CI/CD integration with automated compliance checking and remediation plans.

Predicts which invoices are at risk of late payment using client history analysis and AI. Generates multi-step recovery workflows with escalating actions (email, SMS, voice) compliant with FDCPA regulations. Built for freelancers and agencies.

Real-time wash sale detection and tax optimization for active traders. Imports trades from major brokers, detects 30-day wash sale violations, calculates short/long-term gains with 2026 tax brackets, and provides AI-powered tax-loss harvesting suggestions.

Monitors developer tool usage and workflow patterns locally using process tracking. Detects friction points like rapid context switching, long idle periods, and context loss patterns. AI-powered analysis provides actionable productivity insights.

Captures, prunes, and exports optimized project context for AI coding tools. Token-aware export stays within context window limits. AI-powered pruning identifies relevant files based on git state and file relationships.

Template-based agentic workflow system with 5 pre-built automation templates for common business tasks. Each agent is customizable and runs through Claude for intelligent processing.

Discovers and validates SaaS niches using DuckDuckGo research combined with Claude analysis. Scores opportunities across 5 dimensions and provides detailed market analysis.

Multi-model AI agent platform supporting Ollama, LiteLLM, and vLLM. Provides a gateway (WebSocket/HTTP), dashboard UI, skill/prompt management, and seamless orchestration of local and cloud models on dedicated Apple Silicon infrastructure.

Real-time API cost optimization and runtime security monitoring for AI agents. Implements circuit breakers, spend limits, and anomaly detection to prevent runaway costs and unsafe agent behavior in production.

AI-powered compliance automation designed for Spanish-speaking small businesses in the US. Navigates federal, state, and local regulations with bilingual support, helping business owners stay compliant without legal overhead.

AI-powered trade classification, regulatory tracking, and compliance documentation platform. Automates HS code classification, tracks tariff changes, and generates compliance documentation for import/export businesses.

AI Compliance Operating System for tech startups. Tracks regulatory requirements across jurisdictions, generates policy documents, and provides AI-driven guidance for SOC2, GDPR, CCPA, and industry-specific compliance.

AI-powered operations platform for physical businesses. Provides demand forecasting, inventory optimization, staffing recommendations, and operational analytics through a FastAPI web interface with Claude-powered analysis.

AI content repurposing pipeline that transforms long-form content into multiple formats with built-in compliance checking. Takes blog posts, podcasts, or videos and generates social posts, newsletters, threads, and summaries.

Autonomous daily briefing agent that synthesizes portfolio performance, market conditions, news, and personal data into a concise morning report. Runs on schedule via Apple Silicon infrastructure.

Personal knowledge base with AI-powered semantic search, knowledge synthesis, and network visualization. Stores ideas, notes, and research with intelligent retrieval and connection discovery across the entire knowledge graph.

NeuroFlow DevOps uses process monitoring and AI analysis to detect when developers are in flow state, identify interruption patterns, and optimize work environments for sustained deep focus and productivity.

Real-time cost monitoring and circuit breaker system for AI agents in production. Prevents runaway API costs with per-agent budgets, automatic shutoffs, and cost anomaly detection via a FastAPI dashboard.

Full-stack restaurant reservation system with real-time queue management, Google Maps integration, and an admin dashboard for managing restaurants, users, reservations, and contacts. Built with a Node.js/Express backend, MySQL database, and Bootstrap Material Design frontend.

Indexes every project in your ~/dev/ folder, extracts dependencies, detects tech stacks, and surfaces cross-project relationships. Built as the council's top pick for unifying scattered research and code into a single intelligence layer.

Implements the Bressloff–Cowan neural field equations on the GPU to generate Klüver form-constants — tunnels, spirals, lattices, and cobwebs — in real time. Useful for consciousness research, therapeutic visualization, and creative tooling.

Allocation and rebalancing engine for retail dividend portfolios. Uses Claude to analyze yields, fees, correlations, and tax-loss harvesting opportunities — surfacing concrete rebalancing trades for DCA investors.

Quantitative trading engine that blends classical technical analysis with neural-field pattern recognition borrowed from computational neuroscience. Identifies market regimes, generates multi-timeframe signals, and supports backtesting.

Recommendation engine for dollar-cost-averaging investors with small accounts. Provides AI-driven asset allocation, market sentiment analysis, and tax-aware rebalancing — sized for portfolios where every basis point matters.

Synthetic dataset generator for computer vision built on Bressloff–Cowan pattern dynamics. Produces parameter-controlled image variations for vision recognition, augmentation, and reproducible training pipelines.

Cloud cost optimizer that hunts down zombie resources, benchmarks spend against industry peers, and produces AI-driven cost-reduction roadmaps. Multi-cloud across AWS, Azure, and GCP.

Verification layer that runs multiple agents over AI-generated code to catch hallucinations, security issues, and quality regressions before they reach production. Pairs SAST with LLM-driven review.

Tracks development environment state across AI coding sessions and manages token budgets, file relevance, and context-window prioritization. Keeps long sessions coherent without manual pruning.

Enterprise version of DevContext: multi-tenant workspaces, team context sharing, audit logging, and an API for third-party integrations. Built for teams running multiple AI coding assistants in production.

Centralized API for Mexican regulatory frameworks — NOM standards, CFDI, IMSS, COFEPRIS — that aggregates and interprets compliance rules using AI. Designed for fintech, healthtech, and regulated SaaS.

Pricing optimization platform for micro-SaaS. Analyzes competitor pricing, market segments, willingness-to-pay, and elasticity — recommending price points and packaging that lift revenue without spooking customers.

Routes inference to green-certified data centers based on real-time carbon intensity and cost. Schedules workloads to minimize energy footprint while staying within latency budgets and integrates carbon-offset reporting.

Routes AI API calls across providers based on a live cost-to-quality matrix. Handles failover, budget alerts, and detailed reconciliation so teams can switch providers without rewriting application code.

Operations layer that routes AI inference across providers based on cost, latency, and compliance constraints (PCI, HIPAA). Logs every call for audit and applies token budgets per workload.

Regulatory and payment orchestration for cross-border trade between Mexico and the US. Validates CFDI, calculates duties, generates customs documentation, and routes multi-currency payments through optimal corridors.

Supply-chain optimization platform for agricultural producers in Michoacán. Combines real-time market data, demand forecasting, route optimization, and supplier–buyer matching to lift farmer revenue and cut waste.

Production-grade platform for flower growers in Estado de México (≈70% of Mexico's flower production). Computer-vision grading, demand forecasting, dynamic pricing, satellite crop health, and a real-time auction marketplace with AI-floor pricing.

Business intelligence for tech talent and nearshoring opportunities in Guadalajara. Talent benchmarks, salary data, company landscapes, and AI-driven investment recommendations — bilingual reporting for international stakeholders.

E-commerce and fulfillment platform for artisan craftspeople in Oaxaca. Handles inventory, orders, shipping, and payments across multiple sales channels with AI-powered product descriptions and pricing recommendations.

Retirement planning platform that analyzes Mexican accounts (Afore, IMSS, SAR) and international vehicles. Models withdrawal strategies, tax-efficient distributions, inflation, and longevity scenarios for bilingual users.

WhatsApp-integrated automation platform for small service businesses in Morelia. Handles appointments, payments, order status, and customer service in bilingual conversations — built for the channel customers actually use in México.

Curated subscription box platform featuring artisan products and regional specialties from Morelia. Includes AI-powered curation, subscription tier management, logistics, churn prediction, and bilingual marketing automation.

WhatsApp-integrated AI coaching assistant for personal trainers. Generates personalized workouts, nutrition plans using local Mexican ingredients, motivational messaging, and tracks client progress on weight, body fat, and adherence.

Physical therapy management platform that generates APTA + NOM-004-SSA3 compliant rehab protocols, analyzes movement quality, and auto-produces progress reports for referring physicians. Built for PT clinics in Morelia.

Compliance-first PT practice platform: NOM-004-SSA3 SOAP notes, CFDI 4.0 billing, insurance authorizations (IMSS, GNP, AXA, MetLife), home exercise prescriptions, and audit-ready compliance reporting.

Long-term memory system for AI agents that persists context across tool invocations and sessions. Stores entities, relationships, and conversation history with semantic search — keeps multi-turn agent interactions coherent.

Privacy-first video intelligence: transcribes locally with faster-whisper (large-v3-turbo), chunks by timestamp, embeds with sentence-transformers, and answers questions over video corpora via Claude Sonnet — citing video name and timestamp.

Autonomous research agent that gathers from web sources, synthesizes findings, and produces formatted Markdown or PDF reports with citations. Customizable templates, multi-source aggregation, and topic clustering.

DevKit for embodied AI: robot control interfaces, sensor data pipelines, edge model deployment, and safety guardrails. Bridges cloud-trained policies to real hardware with multi-robot coordination support.

Research framework for one-step safety-certified robot policies on Riemannian manifolds (SE(3) + S³). Combines Riemannian flow matching with control barrier functions for humanoid-scale systems in under a millisecond.

Production framework for memory-efficient LLM adaptation using Unsloth, QLoRA, and PEFT. Supports multi-GPU training, mixed precision, dataset preparation, and Hugging Face Hub integration with YAML-driven runs.

Model Context Protocol server exposing Yahoo Finance: historical OHLCV, financial statements, options chains, analyst recommendations, dividends, and institutional holdings — pluggable directly into Claude.

Next.js financial dashboard with real-time data viz, multi-timeframe technical analysis, and trading signals. Built on TradingView Lightweight Charts and ECharts with Zustand state management.

Next.js dashboard for ultra-marathoners: training logs, race performance metrics, route mapping, and trend analytics. Backed by Prisma + PostgreSQL with seeded sample workouts.

Next.js nutrition dashboard for meal logging, calorie/macro tracking, interactive charts, and meal plan generation. Mobile-first with responsive layouts.

Enterprise inventory management for the Rosti Cesar food distribution business. Java + Spring on Tomcat, with multi-tier pricing, supplier management, sales workflows, PDF label generation, and Docker deployment.

Document processing and queueing service built on Scala 2.11 + Play Framework 2.5, with Kafka producer/consumer integration, PostgreSQL persistence, REST API, Flyway migrations, and Swagger docs.