Jake Dorscht

Jake Dorscht

AI-First Engineering Systems.
Developer Experience.
Judgment-Driven Automation.

I apply design judgment to AI-enabled engineering workflows; shaping how teams use AI to build, test, and ship reliable systems, not just features.

Case Studies

Case Studies

Selected Work: AI-Native Systems & Developer Experience

I design and operate AI-first engineering workflows; defining how AI is used to scope, build, test, document, and ship real systems with discipline and guardrails.

COMING SOON

LyndaAI: Designing an AI-First Engineering Workflow

A deep dive into how I used AI and automation to design, scope, code, test, document, and ship an entire production system; by defining agent roles, development protocols, and guardrails for AI-assisted engineering.

Contact about DevEx

Case Study

LyndaAI: An AI-Native Inbox (Product Case)

A user-facing AI assistant for email triage and task orchestration, built to explore how AI can surface, draft, and structure work inside a complex inbox.

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Coming Soon

ArkeoAI: AI-Driven Pipeline Intelligence

A B2B SaaS platform applying retrieval-augmented generation to sales pipeline data, focused on reliability, signal extraction, and decision support over raw automation.

Case Study

Lynda Ai

Your personal AI Executive Assistant molded to you by integrating your email inbox.

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Coming Soon!

Arkeo AI

Our team builds intelligent automation systems tailored to your business processes.

Coming Soon!

PatternPal

We smoothly integrate AI solutions into your existing infrastructure with minimal disruption.