I build systems that hold up in the real world.

Principal software engineer and autonomous-systems builder working across full-stack products, reliable agents, mobile apps, and production infrastructure.

Build, automate, and harden system map

Build connects product strategy, system design, and full-stack delivery.

Automate connects workflow integration, shared operational data, and human review.

Harden connects offline-first architecture, quality boundaries, and additive recovery.

Feedback and recovery routes connect all three stages into one operating system.

Selected work

Selected projectAgent Reliability Toolkit

Agent Reliability Toolkit

A public, production-oriented toolkit for adversarial agent testing, structured scoring, and reproducible reports, paired with ARCS as a public reliability specification.

Tyler's role
Creator and maintainer
Focus
Reliable AI systems / open source
View project

Build. Automate. Harden.

One operating method for turning ambiguity into a reliable, working system.

01

BUILDTurn ambiguity into a complete, usable system.

I start with the operation, not a preferred stack. The goal is the smallest complete system that changes the outcome and gives the people using it a clear path forward.

Problem
Product
API
Data
02

AUTOMATERemove fragile handoffs without hiding responsibility.

I automate stable decisions and repetitive movement of information. Where consequences or ambiguity are high, people stay in the loop with enough context to make a sound decision.

Trigger
Route
Agent
Human review
03

HARDENMake the result dependable when conditions stop being ideal.

A working demo is the beginning. I use independent evaluation, stage gates, observability, backups, rollback, and deployed-system validation to make software trustworthy in operation.

Tests
Gates
Observe
Backup
Rollback
Reliable working systemTrusted by users. Owned by operators.

From websites to autonomous systems.

Principal Software Engineer

I design, build, and operate software across products, mobile, automation, and AI reliability.

Career timeline

  1. 2008–2015CCTech Services
  2. 2015–2021JSStack Development
  3. 2021–2022Fractal Analytics
  4. 2022–2022Shard
  5. 2023–presentHinz Consulting
  6. Harper LabsFounder and Principal Engineer

Evidence of impact

  • Built and deployed an operational-management platform for data management and reporting.
  • Automated information flows across CRM, spreadsheet, and web platforms.
  • Created real-time dashboards to support opportunity visibility and resource planning.
  • Developed custom reporting for operational planning and engagement management.
  • Owned project organization, stakeholder expectations, interface iteration, and continued delivery.
NOTES

I write about systems

  1. 01

    Reliability is a system, not a feature.

    Why dependable software comes from boundaries, independent evaluation, evidence, deployment checks, and recovery working together.

    PUBLISHED: AUG 05, 2026READING TIME: 6 MIN
  2. 02

    Build, automate, harden.

    A practical delivery sequence for turning operational friction into a useful product without automating confusion or stopping at the demo.

    PUBLISHED: AUG 05, 2026READING TIME: 6 MIN
  3. 03

    Good automation leaves evidence.

    A useful automation does more than complete a task. It makes inputs, decisions, exceptions, and outcomes understandable after the fact.

    PUBLISHED: AUG 05, 2026READING TIME: 5 MIN

Have a system that needs to work better?

I help teams turn operational friction, disconnected tools, and ambitious AI ideas into software they can trust.