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Home›Coaches›Aaron M.
Aaron M.COACH
SeniorCoach◉ Austin, TX

Aaron M.✓

"Ship the boring loop first. The impressive demo can wait until something actually works in production."

2 yrs with Claude6 engagementsResponds within 1 business dayEnglishMember since 2026
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Engineering lead who builds and ships production Claude workflows. Coaches teams on moving from prototypes to dependable, evaluated agents.
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AboutMethodologyToolkit
From InquireRequest
YesVirtual 1:1
coaching
6Engagements
2Years with Claude
0Workshop hubs
·CCCA credentialed
About

A coach who respects your time.

I have spent the last several years embedded in engineering teams shipping real product with Claude in the loop, not just experimenting in chat windows.

I coach developers and teams on the unglamorous work that makes agents reliable: evals, guardrails, cost ceilings, and tight feedback loops.

Most of my engagements are hands-on. We build something real together and leave you with a workflow your team can actually maintain.

Best fit

Team2-50 people
StageSeed to Series B
IndustriesB2B SaaS, devtools, AI-native products
RolesEngineers, technical leads, founders
Not forNo-code orgs, pure content generation
Methodology

Three principles on every engagement.

i.

Find the real loop

We identify one workflow that matters and write down exactly how it works today before introducing any agent.

ii.

Evals before scale

Every agent gets a written eval rubric the team agrees on. No green eval, no production.

iii.

Maintainable handoff

We leave you with something your team can run and extend without me in the room.

Specialties

Production agentsClaude CodeDeveloper enablementEvalsWorkflow designCost controls
Toolkit

Tools Aaron reaches for.

Primary model
Claude Sonnet 5.5 + Opus 5.5
Sonnet for execution, Opus for the reasoning-heavy planning.
Editor
Claude Code
Default working environment for most engagements.

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