Ship It Conversations: AI Automation for SMBs: What to Automate (And What Not To) (with Austin Reed)

Ship It Conversations: AI Automation for SMBs: What to Automate (And What Not To) (with Austin Reed)

Author: Teller's Tech - DevOps, SRE and Cloud Podcast January 27, 2026 Duration: 24:56

This is a guest conversation episode of Ship It Weekly (separate from the weekly news recaps).

In this Ship It: Conversations episode I talk with Austin Reed from horizon.dev about AI and automation for small and mid-sized businesses, and what actually works once you leave the demo world.

We get into the most common automation wins he sees (sales and customer service), why a lot of projects fail due to communication and unclear specs more than the tech, and the trap of thinking “AI makes it cheap.” Austin shares how they push teams toward quick wins first, then iterate with prototypes so you don’t spend $10k automating a thing that never even happens.

We also talk guardrails: when “human-in-the-loop” makes sense, what he avoids automating (finance-heavy logic, HIPAA/medical, government), and why the goal is usually leverage, not replacing people. On the dev side, we nerd out a bit on the tooling they’re using day to day: GPT and Claude, Cursor, PR review help, CI/CD workflows, and why knowing how to architect and validate output matters way more than people think.

If you’re a DevOps/SRE type helping the business “do AI,” or you’re just tired of automation hype that ignores real constraints like credentials, scope creep, and operational risk, this one is very much about the practical middle ground.

Links from the episode:

Austin on LinkedIn: https://www.linkedin.com/in/automationsexpert/

horizon.dev: horizon.dev

YouTube: https://www.youtube.com/@horizonsoftwaredev

Skool: https://www.skool.com/automation-masters

If you found this useful, share it with the person on your team who keeps saying “we should automate that” but hasn’t dealt with the messy parts yet.

More information on our website: https://shipitweekly.fm


For anyone building or running modern systems, the sheer volume of news, tools, and incident reports can be overwhelming. Ship It Weekly cuts through that noise. This isn't a surface-level scan of headlines. Host Brian Teller digs into the latest significant outages, major software releases, and insightful post-mortems, focusing squarely on the practical implications for DevOps, SRE, and platform engineering work. Each episode of the podcast breaks down a couple of key stories, providing the crucial context often missing from tech news. You'll hear analysis that translates events into actionable insights, answering the "so what?" for your own infrastructure and processes. The show also includes a quick rundown of tools or updates actually worth your attention, saving you hours of browsing. The tone is direct and informed, favoring depth over breadth. It’s designed for engineers and technical leaders who need a concise, reliable filter for the week's most relevant developments. Listen to this podcast for a focused recap that prioritizes what actually matters, delivered without fluff. You get the news, plus the necessary interpretation to understand how it might affect your systems, your team, and your on-call rotation. It's a weekly briefing that respects your time while aiming to make you more effective.
Author: Language: English Episodes: 37

Ship It Weekly - DevOps, SRE, Platform and Cloud Engineering News
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