Buckley Robinson Buckley R.
Buckley Robinson Buckley R.

AI-Assisted Workflows

I'm Buckley Robinson — I help businesses {automate} the work that actually matters.

From evaluating your processes for automation opportunities, to designing agent workflows, to shipping custom AI systems that hold up in production. Agent automation, opportunity audits, custom copilots, and AI optimization — all backed by 25 years of engineering depth.

Buckley Robinson — software engineer portrait Buckley R.
Runs on agents
My own 6-harness agent workflow, with durable memory — behind real client work, not demos.
86 %
Cut a client's cloud bill $50K → $7K/mo.
1000 ×
Email throughput unlocked — 50M sends a month.
250M /day
Ad impressions served at scale, +40% revenue.
Production-grade
RAG, model routing, guardrails — AI that runs unattended.

My Services 03 offerings

Agent workflow {automation}

Design and ship AI-assisted workflows that reduce manual work, route decisions, and keep humans in the loop where judgment still matters. Tool-calling, orchestration, guardrails, and evaluation — not notebook demos.

AI opportunity {audit}

Review your current process, identify where agent automation is worth pursuing, and map the technical and operational shape of a solution before you overbuild.

Custom agents {& AI optimization}

Build bespoke agents, copilots, and personalized AI-enabled product features — then improve quality, routing, retrieval, latency, and cost so the system performs reliably in production.

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

I start with the business problem, not the technology. AI is a tool, not a destination.

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

Production over demos

Ship things that run unattended, not proofs of concept that need a handler.

Audit before build

Understand the workflow before writing code — most AI projects fail at this step, not the model.

Humans in the loop

Agents augment judgment where it's expensive; they don't replace it where it matters.

Measure from day one

Evaluation, guardrails, and cost controls are part of the build, not an afterthought.

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