Agentic Workflow Compiler
A conversational engine that elicits a use case and compiles it into a validated, executable workflow — five-phase pipeline, LLM structured outputs, streaming, and a visual node editor.
Python · FastAPI · Next.js · GPT-4o
I pair rigorous quality engineering with hands-on AI work — agentic orchestration, enterprise test automation, production reliability — turning ambitious ideas into software that holds up.
production AI events analyzed for reliability
est. 2026automated tests authored
pillar QA framework architected
languages shipped to production
Available for select engagements. QA leadership, AI systems, and the guardrails in between.
What I do
Multi-layer automation frameworks with reusable components, requirement-to-test traceability, issue-tracker-synced defect automation, and audit-grade compliance reporting — regression on a scheduled CI/CD cadence.
Agentic pipelines that turn intent into validated, executable workflows — LLM integration with structured outputs and streaming, provider-agnostic .NET and Python backends, and clean REST + gRPC contracts.
Instrumenting production AI systems, profiling hundreds of thousands of events to pinpoint failure modes, and building gold-standard regression suites with LLM-reviewed ground truth that catch model drift before it reaches users.
Leading and growing engineering teams — PR-style code review, coding and documentation standards, calibrated technical interviews with structured rubrics, and knowledge transfer that lets teams own the work.
Selected work
A conversational engine that elicits a use case and compiles it into a validated, executable workflow — five-phase pipeline, LLM structured outputs, streaming, and a visual node editor.
Python · FastAPI · Next.js · GPT-4o
A 900+ sample, 21-category gold-standard suite with LLM-reviewed ground truth that auto-asserts across detection, classification, matching and OCR — catching drift before release.
Python · pytest · Vision ML
A nine-pillar modular framework for a large institutional platform: requirement-test traceability, issue-tracker-synced defect automation, scheduled regression, and audit/compliance reporting.
UiPath Test Suite · Jira · CI/CD
Production REST + gRPC services for pipeline storage, validation and caching on a provider-agnostic ORM across two database engines, with async validation and webhook cache invalidation.
C# · .NET · gRPC · Redis
A browser-automation framework that crawls dynamic UIs, uses multi-signal oracles (API, route, DOM, overlay) to confirm real interactions, skips destructive controls, and reports flaky elements.
Playwright · TypeScript
A privacy-first, cross-platform app that runs multiple OCR engines on-device and merges them by majority vote, with duplicate detection, categorization, and one-tap accounting exports.
Flutter · Dart · On-device ML
Toolkit
About
Tim Iordan · Founder, I Warden Corp.
I've led QA strategy for enterprise platforms and directed AI engineering teams building agentic systems — and I'm just as comfortable in a .NET backend, a Python service, or a Flutter app as I am setting direction and reviewing a team's pull requests.
What I care about is the unglamorous layer that decides whether software actually works: guardrails, tests, observability, and the standards that keep a system dependable long after launch. That's what I Warden is about.
Contact
Scoping a first AI agent, hardening one that's already live, or standing up a QA practice that scales — I'd be glad to help.