Episode 2 1h 01 min

Interviewing at Scale – With Angel Paredes

Key Takeaways from our conversation with Angel Paredes

Angel Paredes

Engineering Manager at Datadog

In this episode of Señors @ Scale, host Neciu Dan sits down with Angel Paredes — Engineering Manager at Datadog, formerly Staff at Glovo and Tech Lead at PayPal — to explore test infra, AI's impact on interviewing, and how to lead without losing your technical edge.

Main Takeaways from my conversation with Angel:

🧪 Test infra will haunt you.
Angel promised himself he’d never build another test tooling platform after leading one at Glovo. He now leads Datadog’s test optimization team—handling framework injection, flakiness detection, and runtime rewrites.

📦 His monorepo takes 30 minutes to clone.
Yes, really. But they’ve structured it as a multi-package setup with strict boundaries, making TypeScript, builds, and linking tolerable—and even fast. “Best DX I’ve ever had.”

💥 Promotions felt like a zero-sum game.
Climbing to staff engineer meant stepping on other people’s scope. Becoming a manager, in contrast, gave him impact without stepping over others. “As a manager, you get a team for free.”

🧠 Senior engineers don’t need handholding, they need focus.
Most of his time goes to aligning the plan and handing out the right challenge. Especially for senior folks who’ve done the same thing for years.

🧠 He still codes—every week.
Angel writes frontend and backend code regularly, even as a manager. “I’m faster in frontend, so I ship there to unblock the team.”

🤖 AI is already changing interviews—and people are cheating.
From deepfakes to screen overlays to ChatGPT whispering the answers, Angel’s seen it all. But if a dev needs ChatGPT at work too? “That’s fine. Just don’t fake your identity.”

🔍 Interviewing is broken—and AI is forcing a reset.
Angel argues for code review-style interviews, real-time debugging sessions, and culture rounds that focus less on similarity and more on team fit. “Most rubrics are just recipes.”

💬 They inject into Jest… without plugins.
Datadog’s team reverse-engineers testing frameworks at the module level, bypassing plugins and altering runtime behaviors. It’s surgical, not superficial.

🧑‍🏫 Conference speaking changed how he shows up in meetings.
He was terrified of speaking on stage. Now he credits public talks with helping him communicate clearly under pressure, lead better, and fight impostor syndrome.

📚 Book recs:

  • Engineering Management for the Rest of Us by Sarah Drasner
  • Managing Humans by Michael Lopp
  • The Burnout Society by Byung-Chul Han
  • The Artist’s Way by Julia Cameron
  • Plus: Terry Pratchett’s Guards, Guards! for a crash course in managing a team of weirdos

📖 We also talk about fantasy, reading 60+ Forgotten Realms books, and why Journey Before Destination is the right motto for scaling careers.


Episode Length: 1hour and 1 minute of raw insights, technical nerdery, and real management talk

From Lizard to Wizard Workshop

Engineering Excellence Workshop — Barcelona & Remote. Design Patterns, System Design, Security, Accessibility, Observability & more.

Join waitlist

💡 More Recent Takeaways

Database Performance at Scale with Tyler Benfield
Episode 30

Señors @ Scale host Neciu Dan sits down with Tyler Benfield, Staff Software Engineer at Prisma, to go deep on database performance. Tyler's path into databases started at Penske Racing, writing trackside software for NASCAR pit stops, and eventually led him into query optimization, connection pooling, and building Prisma Postgres from scratch. From the most common ORM anti-patterns to scaling Postgres on bare metal with memory snapshots, this is the database conversation most frontend developers never get.

Open Source at Scale with Corbin Crutchley
Episode 29

Señors @ Scale host Neciu Dan sits down with Corbin Crutchley — lead maintainer of TanStack Form, Microsoft MVP, VP of Engineering, and author of a free book that teaches React, Angular, and Vue simultaneously — to dig into what it actually means to maintain a library that gets a million downloads a week. Corbin covers the origin of TanStack Form, why versioning is a social contract, what nearly made him quit open source, and the surprisingly non-technical path that got him into a VP role.

PostCSS, AutoPrefixer & Open Source at Scale with Andrey Sitnik
Episode 28

Señors @ Scale host Neciu Dan sits down with Andrey Sitnik — creator of PostCSS, AutoPrefixer, and Browserslist, and Lead Engineer at Evil Martians — to explore how one developer became responsible for 0.7% of all npm downloads. Andrey shares the discrimination story that drove AutoPrefixer, the open pledge that forced PostCSS 8 to ship, and why the Mythical Man-Month applies directly to LLM agent coordination.

React Server Components at Scale with Aurora Scharff
Episode 27

Señors @ Scale host Neciu Dan sits down with Aurora Scharff — Senior Consultant at Creon Consulting, Microsoft MVP in Web Technologies, and React Certifications Lead at certificates.dev — to explore the real mental model shift required to understand React Server Components. Aurora shares her path from Robotics to frontend, what it was like building a controller UI for Boston Dynamics' Spot robot dog in React, and why the ecosystem finally feels like it's stabilizing.

📻 Never Miss New Takeaways

Get notified when new episodes drop. Join our community of senior developers learning from real scaling stories.

💬 Share These Takeaways

Share:

Want More Insights Like This?

Subscribe to Señors @ Scale and never miss conversations with senior engineers sharing their scaling stories.