Jordan PesaventoDeveloper + systems operatorColorado Springs

I turncomplicated workinto live systems.

Websites, operational workflows, retrieval systems, and the release work that makes them dependable.

Kuler Operator / build sequence Process model
01 Studio terminal

jordan@kuler / active project

ship a dependable system

  • context.retrieve()grounded
  • interface.build()ready
  • checks.verify()passed
  • release.publish()live
Knowledge indexDocs + code + verified work
advancedbailbonds.orgPreviewLive
Advanced Bail Bonds responsive website in the live browser stage Release verified
  1. RetrieveGrounded context
  2. BuildInterface + workflow
  3. VerifyLinks + visuals + access
  4. PublishManaged delivery
Opening the project.

Context becomes a tested interface, then a public system.

  1. Retrieve the relevant project context and evidence.
  2. Build the interface and the workflow behind it.
  3. Verify links, responsive visuals, accessibility, and release behavior.
  4. Publish through managed delivery and confirm the live result.

One connected practice

  • Web systems
  • Workflow automation
  • Retrieval + AI
  • Networks + delivery

Selected work

Six live systems, shown in context.

Every project below is publicly live. Each view shows the top, middle, mobile, and complete page instead of hiding the work inside a crop.

advancedbailbonds.orgViewport / top
Visit live site
01

Responsive content and intake platform

Advanced Bail Bonds

A high-clarity agency site that makes urgent actions, service information, and the correct application path easy to find.

What I built

Built the responsive presentation system, Storyblok content layer, separate co-signer and defendant intake paths, generated email and PDF output, staff alerts, and structured SEO.

  • Astro
  • React
  • Storyblok
  • Serverless
Full-page captureAdvanced Bail Bonds
Advanced Bail Bonds complete public page capture
almightybail.orgViewport / top
Visit live site
02

Public website and operations portal

Almighty Bail Bonds

A Denver-focused public experience paired with same-domain account access and a guarded agency workflow.

What I built

Designed and built the responsive public site, portal routing, role-aware workflow, production safeguards, and Vercel delivery.

  • Next.js
  • TypeScript
  • Clerk
  • Vercel
Full-page captureAlmighty Bail Bonds
Almighty Bail Bonds complete public page capture
oceanechoes.orgViewport / top
Visit live site
03

Hospitality platform

Ocean Echoes

A mobile-first digital guest guide bringing property guidance, photos, local recommendations, and QR access into one clear experience.

What I built

Built the guest experience and owner CMS, then migrated the application, database, and media to managed Vercel services.

  • Next.js
  • Payload CMS
  • Postgres
  • Vercel Blob
Full-page captureOcean Echoes
Ocean Echoes complete public page capture
davewoodbailbonds.comViewport / top
Visit live site
04

Lead intake and document delivery

Dave Wood Bail Bonds

A direct mobile-first site guiding urgent visitors toward a phone call, useful information, or the correct application.

What I built

Built the full responsive site, separate intake paths, PDF email output, staff alerts, spam controls, and Vercel deployment.

  • HTML
  • CSS
  • Node.js
  • Vercel Functions
Full-page captureDave Wood Bail Bonds
Dave Wood Bail Bonds complete public page capture
aspenroofing.orgViewport / top
Visit live site
05

Local service website

Aspen Roofing Company

A mountain-market contractor site organizing roofing, chimney care, process, and service areas into a consistent experience.

What I built

Created the visual system, reusable React pages, structured metadata, prerendered SEO output, and Vercel delivery.

  • Vite
  • React
  • TypeScript
  • Vercel
Full-page captureAspen Roofing Company
Aspen Roofing Company complete public page capture
mediagrizzly.comViewport / top
Visit live site
06

Technical services website

Media Grizzly

A direct, hand-built presence for web development, backend systems, API integrations, automation, and messaging work.

What I built

Designed and built the semantic marketing site, responsive service architecture, clean routing, and managed Vercel delivery.

  • HTML
  • CSS
  • JavaScript
  • Vercel
Full-page captureMedia Grizzly
Media Grizzly complete public page capture

Applied AI systems

Build the knowledge layer, not just the chatbot.

I build local-first retrieval systems that ingest technical documentation and project code, combine semantic and keyword search, and return evidence-backed answers through web and agent interfaces.

Local knowledge engine Retrieval ready
Query

What changed before this release?

Project codeRelease notesVerification
  1. 01 / IngestDocs + source code

    Incremental, heading-aware processing

  2. 02 / IndexMeaning + keywords

    Hybrid semantic and lexical search

  3. 03 / RetrieveRelevant evidence

    Ranked context with source metadata

  4. 04 / AnswerCited response

    Web and agent interfaces with evaluation

Cited response3 relevant sources

The answer stays connected to the evidence, so the next decision starts from the work instead of a guess.

  • [S1]
  • [S2]
  • [S3]

Implemented system

Retrieval that can be inspected and tested.

  • Document and source-code ingestion
  • Hybrid semantic and keyword retrieval
  • Inline citations and source ledgers
  • Evaluation suites and regression checks
  • MCP knowledge tools for coding agents

Training + adaptation

Better examples before bigger training runs.

The same workflow captures reviewed corrections and prepares verified datasets for model adaptation without baking changing documentation into model weights.

  • Human-reviewed correction capture
  • Verified training-example export
  • ChatML dataset preparation
  • LoRA workflow and held-out evaluation design

Capabilities

From interface through evidence and release.

I work across the visible product, operational workflow, knowledge layer, and delivery path without forcing every project into the same stack.

DisciplineWhat shipsSelected tools

Web systems

Interfaces and content systems that stay clear under real business requirements.

Public sites, product surfaces, content systems

  • Astro
  • Next.js
  • React
  • TypeScript
  • Payload

Operational workflows

Guarded actions that fit how people actually work, without losing the handoff.

Intake, documents, delivery, authentication

  • Node.js
  • Serverless
  • Email
  • SMS
  • PDF

Retrieval + AI systems

Grounded knowledge systems, model workflows, and evaluation built around evidence.

RAG, ingestion, evaluation, training-data pipelines

  • Python
  • RAG
  • MCP
  • ChatML
  • LoRA

Delivery + networks

Source control, routing, managed delivery, and release paths that can be verified.

Repositories, CI/CD, DNS, edge, hosting

  • GitLab
  • GitHub
  • Vercel
  • Cloudflare
  • CI/CD

About Jordan

I care about the handoff as much as the build.

I’m a developer and systems operator in Colorado Springs. My work spans client websites, operational automation, source-control workflows, Cloudflare, managed deployment, networks, and local AI tooling.

I like clean interfaces, direct communication, and systems that can be verified, maintained, and recovered. The finished screen matters. So does everything that has to go right behind it.

Email Jordan