Buckley R.

About Me

I'm Buckley Robinson, a software {engineer}.

I design software solutions to meet business goals — analyzing and diagnosing issues with existing systems, and building new ones that actually support the work they're supposed to support. Lately that means helping teams design and ship agent workflows that hold up in production, backed by 25 years of general engineering depth.

Buckley Robinson — software engineer portrait Buckley R.
25 +
Years of experience
AI / ML
Pipelines, retrieval, evaluation
Agentic
Workflow design & optimization
86 %
Infra cost cut ($50K → $7K/mo)
100K +
Monthly transactions, <200ms latency

My Services 03 offerings

Agent engineering {& workflows}

Design and ship multi-agent systems that actually run in production — tool-calling, orchestration, evaluation harnesses, and human-in-the-loop handoffs, not notebook demos.

Soup-to-nuts {software}

Build complete software for business goals — from architecture and engineering through to delivery. The whole thing, not just the fun part.

Plan, design, {deliver}

Take a business problem, shape the solution, and deliver it end-to-end. Fewer meetings, clearer boundaries, smaller teams that ship.

Selected Work shipped AI projects

My Process how an engagement runs

01

Discover

Map the workflow you're trying to automate or augment, and where an agent actually helps versus adds risk.

02

Architect

Design the agent/tool boundaries, state management, and guardrails before writing code.

03

Build

Ship in small, testable slices; instrument for evaluation from day one.

04

Handoff

Leave your team owning it — docs, runbooks, and clear escalation paths.

Experience recent roles

May 2024 – Present Consultant Independent Consulting & AI Research
Aug 2019 – May 2024 Staff Engineer Invative Inc.
Nov 2013 – Mar 2019 Director & Engineering Manager BrightBytes
Jun 2012 – Nov 2013 Senior Software Engineer VerticalResponse

Skills & Tools what I reach for

Agent & AI Tooling

RubyLLM RAG / pgvector Structured prompting Tool calling Whisper FastAPI

Languages & Frameworks

Ruby Rails Node.js PHP JavaScript (ES6+) React Vue TypeScript Python Django

Cloud & Infra

AWS Azure Docker Terraform Redis Postgres MongoDB Lambda CI/CD

Quality & Ops

GitHub Actions CircleCI Selenium Cypress RSpec Jest

My Approach posture · priorities

Business alignment
System design
AI / ML pipelines
Agentic workflows
Diagnosis & triage
End-to-end delivery

{Thinking about where an agent could actually carry weight in your product or workflow? Let's scope it.}
Book a 20-min intro call