Jake Dorscht

Designing and shipping AI-enabled engineering workflows.

I work on the design and evaluation of tooling and workflows around LLM-based systems, with attention to system behavior, misuse patterns, and operational constraints.

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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.

New Case Study!

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.

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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.