AI Engineering Excellence

SIRMON.AI

Goal: keep origin/main a few PRs ahead of the next merge conflict.

Goal: refactor for relevance before vibe coding becomes technical debt.

my personal website for agentic development, special projects, random notes. Blogs created with AI, with human commentary.
advanced AI engineering and enterprise cloud architecture fixing broken agents

20+
Years Experience
50+
AI Projects
10M+
Data Points Processed
1
Router Auditor
Goose inspecting a router
Field Operations

Goose

Bloodhound, morale officer, and unsanctioned network penetration tester.

Router Auditor Escalation Magnet Morale Positive

Meet Goose

Every serious operation needs one team member who ignores process, follows instinct, and still finds the weak point faster than everyone else.

Goose inspecting a router
Infrastructure Review Thorough, physical, and not covered by warranty.
Goose resting after inspections
Postmortem Mode Quiet reflection immediately after causing the incident.
Portrait of Goose
Executive Presence Strong opinions, limited documentation, excellent morale.
Goose looking deeply unimpressed
Design Review Instant feedback whenever a plan lacks rigor or snacks.
Goose making a very loud point
Incident Response Escalates fast, communicates clearly, accepts no false positives.
Goose stretched across networking equipment
Capacity Planning Occupies the full footprint so everyone understands the constraints.

AI Capabilities & Expertise

A couple of the skills everyone actually wants right now, plus a few placeholders for whatever I need to learn next before the next wave of AI terminology ships.

LLM Orchestration

Design and implement sophisticated AI agent frameworks using GPT-4, Claude, and custom models for complex reasoning and task automation.

OpenAI GPT-4 Anthropic Claude Azure OpenAI LangChain

Enterprise Cloud Architecture

Build scalable, secure cloud infrastructures optimized for AI workloads with 99.9% uptime and enterprise-grade security.

Microsoft Azure Kubernetes Docker Terraform

???

Probably the next must-have acronym. I will learn it immediately after the docs, SDK, and benchmark threads stop contradicting one another.

??? new hotness currently in beta renamed twice

???

Whatever the AI equivalent of "have you tried turning it off and on again" becomes this quarter, I plan to have a repo open for it.

??? probably agents still preview needs refactor

???

Some new stack everyone says is obvious now, but did not exist in this exact spelling six months ago.

??? someone's framework open issue moved fast

???

The thing I am about to learn next because staying current in AI is basically continuous refactoring with better branding.

??? next release notes docs incoming ship anyway

Proven Success Stories

Real results from AI implementations across Fortune 500 companies and innovative startups.

These are completely made up, but I am pretty good with AI.

300%
Productivity Increase

AI-powered document processing system for financial services

$2.4M
Annual Cost Savings

Intelligent automation platform for manufacturing operations

99.7%
Accuracy Rate

Computer vision quality control system for pharmaceutical industry

48hrs
To Production

Rapid AI model deployment using MLOps best practices

People Worth Listening To

Smart people with useful things to say about AI, with a strong bias against nonsense.

This is the "less hype, more signal" section.

The GOAT

Scott Hanselman

The standard. Thoughtful, practical, and consistently worth the time.

Worth Listening To

High Signal

Solid channels when you want practical AI coverage instead of a weekly identity crisis about the future of software.

Personal favorite: the "let it cook" series.

Honorable Mentions

Still Good, Minor Clickbait Penalty

Useful enough to keep in rotation. Points deducted for thumbnails that look like the model just achieved consciousness.

Other Side Quest

The Shark Artist

The non-AI branch. Chainsaws, art, and the part of the brain that keeps everything else interesting.

Ready to Transform Your Business with AI?

Let's discuss how intelligent automation and AI engineering can accelerate your digital transformation and drive measurable business outcomes.

Strategic AI Consulting
Enterprise Cloud Solutions
Custom AI Development

Creative Innovation

My artistic background as a chainsaw sculptor brings unique perspective to technical problem-solving.

View Art Portfolio