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What We Do Current Work Background Approach Contact

GUID Solutions

Agentic software development, rapid prototyping, and systems architecture for intelligent products.

A product studio that builds from uncertainty instead of waiting for certainty.

agentic_dev / rapid_prototyping / systems_arch / decision_systems

01 / What We Do

Builds from uncertainty instead of waiting for certainty.

The studio is built around one practical question: what needs to exist, in software, for an idea to stop being abstract? In practice that means agentic software development, rapid prototyping, systems architecture, and decision systems across AI-driven desktop workflows, operational tooling, and full-stack products.

Translate ambiguity

Clarify product shape before overbuilding the wrong thing.

Work usually starts with incomplete requirements, fuzzy workflows, or a strong intuition that has not been operationalized yet. GUID Solutions turns that into concrete product surfaces, data flows, and implementation choices.

Prototype with intent

Build the first useful version fast enough to learn from it.

The goal is not a slide deck or a speculative architecture diagram. It is a working slice: something people can use, react to, pressure-test, and refine into a more durable product.

Engineer for iteration

Keep architecture honest to the product and flexible for change.

That includes local and cloud AI workflows, desktop and web delivery, operational controls, observability, and data-informed iteration without turning every decision into an analytics exercise.

Operating model

The common thread is technical product building under real constraints: translating intent into interfaces, choosing the right architectural boundary, and getting to usable software without losing rigor.

  • // Builds across AI workflows, desktop software, operational tooling, and full-stack web products.
  • // Uses experimentation discipline where it helps, but does not let measurement become a substitute for shipping.
  • // Treats architecture as a product decision, not a backend-only concern.

02 / Current Work

Current work spans desktop generation tools, quantitative systems, and full-stack collaboration software.

Current work is organized around products rather than generic service categories. Each one reflects a different slice of the same studio model: combine product judgment, technical depth, and disciplined iteration until the system is actually useful.

AI-powered desktop product

Teacher’s Assistant

An AI-powered desktop product for homeschooling families and elementary educators who need print-ready K-6 worksheets, lesson plans, and answer keys without hand-assembling materials from generic chatbot output.

Teacher’s Assistant is the most architecturally substantial product in the current portfolio because it has to feel like software, not a thin prompt wrapper. The workflow is guided, stateful, and oriented around artifacts that are actually usable in a classroom or homeschool setting.

The desktop shell is built with Tauri v2, with a React + TypeScript frontend and Zustand-managed application state driving guided creation flows, previews, export controls, and local filesystem integration. The creation experience is designed around wizards and structured inputs so users can move from idea to lesson packet with less prompt-writing friction.

Behind that interface is a Node/Express generation API that streams progress over SSE, orchestrates prompts, parses inspiration material, and produces HTML-first educational artifacts that can move cleanly into print and PDF/export workflows. Supabase handles authentication, projects, credits, and version history, while generation can run through premium cloud models or local Ollama-based workflows depending on the user’s environment and budget.

Tauri v2ReactTypeScriptZustandNode/ExpressSSESupabaseOllama

System design

  • Tauri v2 desktop shell with React + TypeScript frontend
  • Zustand state for guided creation and revision flows
  • Preview, export, and local filesystem integration for real desktop behavior
  • Node/Express generation API with SSE progress streaming
  • Prompt orchestration, inspiration parsing, HTML-first output, and PDF/export paths
  • Supabase-backed auth, projects, credits, and version history
  • Supports both premium cloud AI workflows and local Ollama-based generation

Why it matters

  • Built for print-ready educational materials, not chat transcripts
  • Treats artifact generation, revision, and export as first-class product concerns
  • Balances cloud convenience with local-first optionality for privacy and cost control
Intraday day trading bot

Alpaca

An intraday day trading bot that turns validated research into real-time paper and live execution workflows with explicit operational controls.

GCPStreaming market dataStrategy routingRisk controlsContract-driven runtime
Quantitative research platform

Forrest

A deterministic quantitative research and validation platform for strategy discovery, built to complement Alpaca by deciding what should reach runtime in the first place.

Deterministic pipelinesValidation contractsQuant research workflows
Collaboration product

Helm

A full-stack collaboration product for recurring groups and meetup coordination, designed to make lightweight community operations less chaotic.

ReactExpressPostgreSQLDrizzle

03 / Background

Two decades of building products, grounded in measurement discipline.

Ronnie Guidry has spent more than 20 years in technology, moving from analytics and measurement into product development leadership. He led product teams at the director level for nearly a decade before starting GUID Solutions, with a B.S. in Computer Science grounding the technical work throughout.

20+

Years in Tech

From analytics and measurement through product development leadership

10+

Years Product Leadership

Director-level product development across web platforms, digital experiences, and cross-functional teams

4

Active Products

AI desktop tools, quantitative systems, and full-stack collaboration software

That trajectory included building a digital mortgage experience that improved conversion rates fivefold, redesigning a corporate web platform that grew organic traffic over 200%, and leading cross-functional teams across UX, engineering, analytics, and CRO. The measurement background still sharpens instrumentation choices and keeps experimentation grounded in decision quality.

The current center of gravity is product building: AI-enabled software, working prototypes, decision systems, and architecture that supports actual use instead of abstract intent. GUID Solutions is the natural extension of that career, not a pivot away from it.

04 / Approach

Strategy, architecture, and product shape are treated as the same conversation.

The studio works best where product strategy and implementation are tightly coupled. That means prototyping early, letting architecture inform scope, and using data discipline to improve decisions rather than delay them.

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Prototype-first

Useful software beats polished speculation.

The first milestone should usually be a working product slice, not an inflated roadmap. That creates real feedback and exposes technical constraints before they become expensive.

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Architecture matters

System boundaries are product decisions.

Decisions about contracts, state, local versus cloud execution, and operational visibility change what a product can become. They are not backend housekeeping.

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Use data well

Bring experimentation discipline without getting trapped in analytics-only work.

Metrics, instrumentation, and structured validation still matter. They just serve the product instead of becoming the product.

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Ship the real thing

Build systems, not decks and not vague concept theater.

The standard is software that can be used, reviewed, and improved. If a decision should stay abstract, it probably is not ready to dominate the roadmap.

05 / Contact

Have a product idea, intelligent system, or prototype that needs a real build path?

GUID Solutions is open to collaboration where product thinking and technical depth both matter. Use the form for a direct note or connect through LinkedIn.

// Best fit: agentic software, rapid prototypes, technical product strategy, systems architecture, and decision systems.

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