Dot Slash Deploy

Software used to be written for people to read. Now? It needs to work for LLMs too. In this episode of Dot Slash Deploy, co-hosts Austin Vance, Micah Adams, and Shahed Syed explore what it means to build AI-friendly codebases. From LLM-first design to documentation tricks, they dig into the future of developer experience, where your next contributor might be a machine.

Not all AI agents are equal, and most aren’t saving you time. In this episode of Dot Slash Deploy, co-hosts Micah Adams, Austin Vance, and Shahed Syed get tactical about where AI actually boosts productivity. From CI/CD speed-ups to boilerplate crushing, they unpack the real-world wins (and misses) of putting AI in your dev stack. Skip the fluff, this is where AI earns its keep.

Adding AI to a legacy system sounds like a fast track to the future, but more often, it’s a recipe for confusion, bugs, and blown budgets. In this episode of Dot Slash Deploy, co-hosts Micah Adams, Austin Vance, and Shahed Syed explore what really happens when modern AI meets old tech. From real-world war stories to hard truths about architecture, this one’s a must-listen if you're planning to make your software smarter.

If your system ships features but hides failures, you’ve got a visibility problem. In this episode of Dot Slash Deploy, co-hosts Austin Vance, Micah Adams, and Shahed Syed break down what real software observability looks like in 2025. From tracing to metrics to logs (and the traps teams fall into), they explore how to build systems that talk back—and why that matters more than ever.

Agent sprawl is getting out of control. In this episode of Dot Slash Deploy, co-hosts Austin Vance, Micah Adams, and Shahed Syed challenge the assumption that everything needs to be an agent. They break down when automation becomes over-engineering, how to tell signal from hype, and what makes an agent truly useful. If your team is drowning in bots, scripts, and self-proclaimed "smart systems," this one’s for you.

Agentic systems are everywhere, but most people still can't define them. In this episode of Dot Slash Deploy, co-hosts Austin Vance, Shahed Syed, and Micah Adams break down what agentic systems really are, how they differ from traditional automation, and why the hype might actually be justified. This isn't a buzzword breakdown, it's a full-on interrogation of where we're headed as builders, designers, and engineers.

In this episode, we dive deep into software migrations – the challenges, the blind spots, the war stories, and what actually makes for a successful transition.Join hosts Micah, Shahed, and Austin as they unpack everything from why teams often underestimate migrations (hello, unchecked optimism) to the organizational politics that can make or break your project. They get real about feature bloat, the dangers of chasing bleeding edge tech, and when to actually trust automation in your migration process.You'll hear real-world examples, like the high-stakes $70M migration gone wrong, and the successful digital transformation at PODS. Plus, the crew gets nostalgic with some browser war stories (IE6 nightmares, anyone?) and how market share battles still echo in today’s tech landscape.Key topics:- Why migrations often fail (and how to spot it early)- The pitfalls of feature creep during transitions- When it’s OK to keep legacy systems alive- Are bleeding edge technologies worth the risk?- Which migration myths to keep or kill- Lessons from Netscape, Microsoft, and Chrome in the browser warsIf you’ve ever wondered how to lead your team through a migration without chaos, or just want to reminisce about Netscape vs IE, this episode is for you.

Today we pull back the curtain on why so many companies default to hiring massive consulting firms like IBM, Accenture, or Deloitte—only to be underwhelmed by the results.We'll break down the real risks and rewards of going with the “safe” choice, and how entrenched procurement processes can stifle innovation and make it tough for nimble, specialized consultancies to get a foot in the door.We also get candid about the cultural challenges big organizations face: from bureaucratic sprawl that turns nimble speedboats into lumbering aircraft carriers, to the way responsibility and risk are offloaded through layers of process and risk-averse leadership.Throughout the episode, the hosts draw lively parallels to familiar frustrations—like buying fancy workout equipment that collects dust, or getting stuck with “sticky” SaaS tools like Notion that promise the world but leave teams facing the same old organizational woes. And if you’re looking for an inspiring alternative to all the “safe bets” and corporate bloat, we spotlight 37signals as a bold example of what’s possible when strong opinions, grit, and a refusal to play by the rules drive sustainable success. So, whether you’re navigating enterprise procurement, considering your next SaaS tool, or just wondering why your company’s change process feels so sluggish, you’ll find plenty of practical wisdom (and a few laughs) in this episode. Let’s dive in!

AI is rewriting the rules of software development.In this episode of Dot Slash Deploy, co-hosts Austin Vance, Micah Adams, and Shahed Syed break down how generative tools are reshaping everything from coding practices to team structures.From the rise of “vibe coding” to the death of specialization, the trio explores whether human developers are becoming obsolete…or simply evolving. They debate the limits of AI-generated code, discuss the compression of roles across engineering and design, and share war stories about deploying into production in the age of automation.Austin challenges the status quo (as usual), Micah grounds the discussion in practical engineering wisdom, and Shahed brings the human and design angle front and center. Together, they wrestle with what the future of software looks like when ChatGPT is your junior dev, Jira boards are run by bots, and legacy codebases can finally be understood at scale.The episode closes with a hard-hitting truth: in a world of AI, it's not about knowing the tools. It’s about knowing the context, the users, and the value you’re delivering.

Today, hosts Micah Adams, Austin Vance, and Shahed Syed dive into the hotly debated world of software rewrites versus iterative development. Is it ever worth hitting the reset button, or does slow-and-steady iteration always win? The trio brings both engineering and design perspectives, untangling why rewrites are so tempting (here’s looking at you, developer egos!) and what they cost teams in loss of momentum, features, and even company culture.Packed with real-world stories (including tough lessons from PayPal, Slack, and Spotify scenarios), Micah Adams, Austin Vance, and Shahed Syed debate when a rewrite is justified, the pitfalls of chasing shiny new architectures, the role of technical and design debt, and how to push back when your team is gunning for a ground-up rebuild. You’ll also hear hot takes on microservices, feature flags, polyglot architectures, and the unsung value of a little routine refactoring.If you’re facing legacy code, dreaming of better systems, or navigating tricky design-engineering dynamics, this episode is a must-listen. Evolution doesn’t require chaos—find out how great teams keep moving forward, even when the urge to rewrite is strong! 

Are AI coding assistants a powerful new tool? Or a threat to the craft of software engineering? In this episode of ./deploy, co-hosts Austin Vance, Micah Adams, and Shahed Syed dig into how AI coding assistants are reshaping development workflows. The trio tackles trade-offs in code quality, developer accountability, and the future of pair programming with AI. Whether you’re an AI enthusiast or a code purist, this conversation will challenge how you think about developer productivity, software craftsmanship, and what it really means to “level up” with AI.The Stack Overflow survey that Austin mentioned in the episode is here: https://survey.stackoverflow.co/2024/

You hired consultants to help you go faster, but now you can’t move without them. In this debut episode of ./deploy, Austin Vance, Shahed Syed, and Micah Adams expose the consulting trap too many companies fall into: land, expand… and quietly make you dependent.They break down why most consulting models are built for retention, not empowerment, and how you can flip the script by demanding self-sufficiency from day one. You’ll hear how great consultants build trust without taking control, how to know when to bring dev work in-house, and why Austin says some agencies are “just one Heroku outage away from a crisis.”The team plays devil’s advocate, tackles a real-world scenario where a dev shop is the client’s CTO, and closes out with a spicy round of Hot or Not featuring lifetime support docs, short-term contracts, and more.If you’ve ever felt like you’re paying for progress while losing control, this episode will help you take your power back.

Looking for unfiltered insights on the next era of software?Welcome to ./deploy.Hosted by Austin Vance, Micah Adams, and Shahed Syed, each episode delivers hot takes, lots of laughs, and plenty of real talk about building great products and high-performing teams.Digital transformation isn't just about code and cloud; it's about culture, communication, and boldly leading change in a world that resists it.We dive head-first into your toughest challenges. Whether that’s justifying tech investments to skeptical executives, strategically adopting AI without risking everything, or modernizing legacy systems without disrupting your entire business.We tackle the messy reality of aligning engineering, product, and the rest of the business…because building great software means bridging great divides.If you're ready to make smarter decisions, cut out the chaos, and shape the future instead of chasing it…this show is your guide, motivation, and community.Let's build the future.